Dataset statistics
| Number of variables | 53 |
|---|---|
| Number of observations | 401125 |
| Missing cells | 11588896 |
| Missing cells (%) | 54.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 813.8 MiB |
| Average record size in memory | 2.1 KiB |
Variable types
| Numeric | 7 |
|---|---|
| Categorical | 38 |
| DateTime | 1 |
| Text | 6 |
| Unsupported | 1 |
Backhoe_Mounting is highly overall correlated with ProductGroup and 2 other fields | High correlation |
Blade_Extension is highly overall correlated with ProductGroup and 1 other fields | High correlation |
Blade_Type is highly overall correlated with ProductGroup and 2 other fields | High correlation |
Blade_Width is highly overall correlated with ProductGroup and 1 other fields | High correlation |
Coupler is highly overall correlated with Coupler_System | High correlation |
Coupler_System is highly overall correlated with Coupler and 3 other fields | High correlation |
Differential_Type is highly overall correlated with ProductGroup and 1 other fields | High correlation |
Drive_System is highly overall correlated with ProductGroup and 2 other fields | High correlation |
Enclosure_Type is highly overall correlated with ProductGroup and 1 other fields | High correlation |
Engine_Horsepower is highly overall correlated with ProductGroup and 1 other fields | High correlation |
Grouser_Tracks is highly overall correlated with ProductGroup and 1 other fields | High correlation |
Grouser_Type is highly overall correlated with ProductGroup and 1 other fields | High correlation |
Hydraulics is highly overall correlated with ProductGroup and 3 other fields | High correlation |
Hydraulics_Flow is highly overall correlated with ProductGroup and 1 other fields | High correlation |
MachineID is highly overall correlated with datasource | High correlation |
Pad_Type is highly overall correlated with ProductGroup and 1 other fields | High correlation |
Pattern_Changer is highly overall correlated with ProductGroup and 1 other fields | High correlation |
ProductGroup is highly overall correlated with Backhoe_Mounting and 31 other fields | High correlation |
ProductGroupDesc is highly overall correlated with Backhoe_Mounting and 31 other fields | High correlation |
ProductSize is highly overall correlated with Backhoe_Mounting and 4 other fields | High correlation |
Pushblock is highly overall correlated with ProductGroup and 2 other fields | High correlation |
Ride_Control is highly overall correlated with ProductGroup and 2 other fields | High correlation |
Ripper is highly overall correlated with ProductGroup and 2 other fields | High correlation |
SalesID is highly overall correlated with datasource | High correlation |
Scarifier is highly overall correlated with ProductGroup and 1 other fields | High correlation |
Steering_Controls is highly overall correlated with Hydraulics and 3 other fields | High correlation |
Stick is highly overall correlated with ProductGroup and 1 other fields | High correlation |
Stick_Length is highly overall correlated with ProductGroup and 1 other fields | High correlation |
Thumb is highly overall correlated with ProductGroup and 1 other fields | High correlation |
Tip_Control is highly overall correlated with ProductGroup and 1 other fields | High correlation |
Tire_Size is highly overall correlated with ProductGroup and 1 other fields | High correlation |
Track_Type is highly overall correlated with ProductGroup and 2 other fields | High correlation |
Transmission is highly overall correlated with Drive_System and 2 other fields | High correlation |
Travel_Controls is highly overall correlated with Hydraulics and 2 other fields | High correlation |
Turbocharged is highly overall correlated with ProductGroup and 1 other fields | High correlation |
Undercarriage_Pad_Width is highly overall correlated with ProductGroup and 1 other fields | High correlation |
datasource is highly overall correlated with Coupler_System and 2 other fields | High correlation |
Forks is highly imbalanced (62.8%) | Imbalance |
Pad_Type is highly imbalanced (70.4%) | Imbalance |
Transmission is highly imbalanced (60.6%) | Imbalance |
Turbocharged is highly imbalanced (71.5%) | Imbalance |
Blade_Extension is highly imbalanced (85.4%) | Imbalance |
Enclosure_Type is highly imbalanced (58.2%) | Imbalance |
Engine_Horsepower is highly imbalanced (71.0%) | Imbalance |
Coupler is highly imbalanced (57.2%) | Imbalance |
Coupler_System is highly imbalanced (63.5%) | Imbalance |
Grouser_Tracks is highly imbalanced (65.0%) | Imbalance |
Hydraulics_Flow is highly imbalanced (93.3%) | Imbalance |
Undercarriage_Pad_Width is highly imbalanced (68.2%) | Imbalance |
Stick_Length is highly imbalanced (70.6%) | Imbalance |
Pattern_Changer is highly imbalanced (72.0%) | Imbalance |
Grouser_Type is highly imbalanced (62.1%) | Imbalance |
Backhoe_Mounting is highly imbalanced (99.7%) | Imbalance |
Travel_Controls is highly imbalanced (72.4%) | Imbalance |
Differential_Type is highly imbalanced (92.5%) | Imbalance |
Steering_Controls is highly imbalanced (96.2%) | Imbalance |
auctioneerID has 20136 (5.0%) missing values | Missing |
MachineHoursCurrentMeter has 258360 (64.4%) missing values | Missing |
UsageBand has 331486 (82.6%) missing values | Missing |
fiSecondaryDesc has 137191 (34.2%) missing values | Missing |
fiModelSeries has 344217 (85.8%) missing values | Missing |
fiModelDescriptor has 329206 (82.1%) missing values | Missing |
ProductSize has 210775 (52.5%) missing values | Missing |
Drive_System has 296764 (74.0%) missing values | Missing |
Forks has 209048 (52.1%) missing values | Missing |
Pad_Type has 321991 (80.3%) missing values | Missing |
Ride_Control has 252519 (63.0%) missing values | Missing |
Stick has 321991 (80.3%) missing values | Missing |
Transmission has 217895 (54.3%) missing values | Missing |
Turbocharged has 321991 (80.3%) missing values | Missing |
Blade_Extension has 375906 (93.7%) missing values | Missing |
Blade_Width has 375906 (93.7%) missing values | Missing |
Enclosure_Type has 375906 (93.7%) missing values | Missing |
Engine_Horsepower has 375906 (93.7%) missing values | Missing |
Hydraulics has 80555 (20.1%) missing values | Missing |
Pushblock has 375906 (93.7%) missing values | Missing |
Ripper has 296988 (74.0%) missing values | Missing |
Scarifier has 375895 (93.7%) missing values | Missing |
Tip_Control has 375906 (93.7%) missing values | Missing |
Tire_Size has 306407 (76.4%) missing values | Missing |
Coupler has 187173 (46.7%) missing values | Missing |
Coupler_System has 357667 (89.2%) missing values | Missing |
Grouser_Tracks has 357763 (89.2%) missing values | Missing |
Hydraulics_Flow has 357763 (89.2%) missing values | Missing |
Track_Type has 301972 (75.3%) missing values | Missing |
Undercarriage_Pad_Width has 301253 (75.1%) missing values | Missing |
Stick_Length has 301907 (75.3%) missing values | Missing |
Thumb has 301837 (75.2%) missing values | Missing |
Pattern_Changer has 301907 (75.3%) missing values | Missing |
Grouser_Type has 301972 (75.3%) missing values | Missing |
Backhoe_Mounting has 322453 (80.4%) missing values | Missing |
Blade_Type has 321292 (80.1%) missing values | Missing |
Travel_Controls has 321291 (80.1%) missing values | Missing |
Differential_Type has 331714 (82.7%) missing values | Missing |
Steering_Controls has 331756 (82.7%) missing values | Missing |
MachineHoursCurrentMeter is highly skewed (γ1 = 36.68211443) | Skewed |
SalesID has unique values | Unique |
fiModelSeries is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
MachineHoursCurrentMeter has 73126 (18.2%) zeros | Zeros |
Reproduction
| Analysis started | 2024-07-25 20:57:17.672077 |
|---|---|
| Analysis finished | 2024-07-25 20:59:26.298005 |
| Duration | 2 minutes and 8.63 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
SalesID
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 401125 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1919712.5 |
| Minimum | 1139246 |
|---|---|
| Maximum | 6333342 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.1 MiB |
Quantile statistics
| Minimum | 1139246 |
|---|---|
| 5-th percentile | 1208738.2 |
| Q1 | 1418371 |
| median | 1639422 |
| Q3 | 2242707 |
| 95-th percentile | 4277758 |
| Maximum | 6333342 |
| Range | 5194096 |
| Interquartile range (IQR) | 824336 |
Descriptive statistics
| Standard deviation | 909021.49 |
|---|---|
| Coefficient of variation (CV) | 0.47351959 |
| Kurtosis | 10.616528 |
| Mean | 1919712.5 |
| Median Absolute Deviation (MAD) | 256018 |
| Skewness | 3.0458144 |
| Sum | 7.7004469 × 1011 |
| Variance | 8.2632007 × 1011 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1139246 | 1 | < 0.1% |
| 1804438 | 1 | < 0.1% |
| 1804468 | 1 | < 0.1% |
| 1804467 | 1 | < 0.1% |
| 1804466 | 1 | < 0.1% |
| 1804465 | 1 | < 0.1% |
| 1804463 | 1 | < 0.1% |
| 1804461 | 1 | < 0.1% |
| 1804460 | 1 | < 0.1% |
| 1804459 | 1 | < 0.1% |
| Other values (401115) | 401115 |
| Value | Count | Frequency (%) |
| 1139246 | 1 | |
| 1139248 | 1 | |
| 1139249 | 1 | |
| 1139251 | 1 | |
| 1139253 | 1 | |
| 1139255 | 1 | |
| 1139256 | 1 | |
| 1139261 | 1 | |
| 1139272 | 1 | |
| 1139275 | 1 |
| Value | Count | Frequency (%) |
| 6333342 | 1 | |
| 6333341 | 1 | |
| 6333338 | 1 | |
| 6333337 | 1 | |
| 6333336 | 1 | |
| 6333335 | 1 | |
| 6333311 | 1 | |
| 6333307 | 1 | |
| 6333302 | 1 | |
| 6333290 | 1 |
SalePrice
Real number (ℝ)
| Distinct | 899 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31099.713 |
| Minimum | 4750 |
|---|---|
| Maximum | 142000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.1 MiB |
Quantile statistics
| Minimum | 4750 |
|---|---|
| 5-th percentile | 8500 |
| Q1 | 14500 |
| median | 24000 |
| Q3 | 40000 |
| 95-th percentile | 81000 |
| Maximum | 142000 |
| Range | 137250 |
| Interquartile range (IQR) | 25500 |
Descriptive statistics
| Standard deviation | 23036.899 |
|---|---|
| Coefficient of variation (CV) | 0.74074313 |
| Kurtosis | 2.1978903 |
| Mean | 31099.713 |
| Median Absolute Deviation (MAD) | 11000 |
| Skewness | 1.5251327 |
| Sum | 1.2474872 × 1010 |
| Variance | 5.3069869 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25000 | 7689 | 1.9% |
| 20000 | 7504 | 1.9% |
| 15000 | 7336 | 1.8% |
| 26000 | 6988 | 1.7% |
| 14000 | 6935 | 1.7% |
| 16000 | 6934 | 1.7% |
| 17000 | 6790 | 1.7% |
| 10000 | 6700 | 1.7% |
| 11000 | 6683 | 1.7% |
| 13000 | 6675 | 1.7% |
| Other values (889) | 330891 |
| Value | Count | Frequency (%) |
| 4750 | 193 | < 0.1% |
| 4800 | 19 | < 0.1% |
| 4850 | 7 | < 0.1% |
| 4900 | 26 | < 0.1% |
| 4935 | 1 | < 0.1% |
| 4950 | 3 | < 0.1% |
| 4987 | 2 | < 0.1% |
| 5000 | 817 | |
| 5100 | 52 | < 0.1% |
| 5150 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 142000 | 5 | < 0.1% |
| 141000 | 13 | < 0.1% |
| 140000 | 99 | |
| 139000 | 5 | < 0.1% |
| 138000 | 11 | < 0.1% |
| 137500 | 46 | |
| 137000 | 14 | < 0.1% |
| 136000 | 17 | < 0.1% |
| 135000 | 91 | |
| 134000 | 8 | < 0.1% |
MachineID
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 341027 |
|---|---|
| Distinct (%) | 85.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1217902.5 |
| Minimum | 0 |
|---|---|
| Maximum | 2486330 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 218287.8 |
| Q1 | 1088697 |
| median | 1279490 |
| Q3 | 1468067 |
| 95-th percentile | 1802909.2 |
| Maximum | 2486330 |
| Range | 2486330 |
| Interquartile range (IQR) | 379370 |
Descriptive statistics
| Standard deviation | 440991.95 |
|---|---|
| Coefficient of variation (CV) | 0.36209134 |
| Kurtosis | 1.0211359 |
| Mean | 1217902.5 |
| Median Absolute Deviation (MAD) | 189667 |
| Skewness | -0.73863721 |
| Sum | 4.8853115 × 1011 |
| Variance | 1.944739 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2283592 | 26 | < 0.1% |
| 2285830 | 25 | < 0.1% |
| 1942724 | 23 | < 0.1% |
| 1896854 | 22 | < 0.1% |
| 2296335 | 20 | < 0.1% |
| 1746392 | 19 | < 0.1% |
| 2014324 | 19 | < 0.1% |
| 2277295 | 19 | < 0.1% |
| 2273478 | 18 | < 0.1% |
| 2268800 | 18 | < 0.1% |
| Other values (341017) | 400916 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 2 | 1 | |
| 13 | 1 | |
| 17 | 1 | |
| 52 | 1 | |
| 63 | 1 | |
| 66 | 1 | |
| 102 | 2 | |
| 113 | 1 | |
| 116 | 1 |
| Value | Count | Frequency (%) |
| 2486330 | 1 | |
| 2486276 | 1 | |
| 2486275 | 1 | |
| 2486274 | 1 | |
| 2486273 | 1 | |
| 2486111 | 1 | |
| 2486110 | 1 | |
| 2485633 | 1 | |
| 2485319 | 1 | |
| 2484957 | 1 |
ModelID
Real number (ℝ)
| Distinct | 5218 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6889.703 |
| Minimum | 28 |
|---|---|
| Maximum | 37198 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.1 MiB |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 590 |
| Q1 | 3259 |
| median | 4604 |
| Q3 | 8724 |
| 95-th percentile | 22087 |
| Maximum | 37198 |
| Range | 37170 |
| Interquartile range (IQR) | 5465 |
Descriptive statistics
| Standard deviation | 6221.7778 |
|---|---|
| Coefficient of variation (CV) | 0.90305458 |
| Kurtosis | 3.1792699 |
| Mean | 6889.703 |
| Median Absolute Deviation (MAD) | 2422 |
| Skewness | 1.7716389 |
| Sum | 2.7636321 × 109 |
| Variance | 38710520 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4605 | 5039 | 1.3% |
| 3538 | 4869 | 1.2% |
| 3170 | 4315 | 1.1% |
| 4604 | 4233 | 1.1% |
| 3362 | 4083 | 1.0% |
| 3537 | 3701 | 0.9% |
| 3171 | 3442 | 0.9% |
| 4603 | 3402 | 0.8% |
| 3357 | 3216 | 0.8% |
| 3178 | 3139 | 0.8% |
| Other values (5208) | 361686 |
| Value | Count | Frequency (%) |
| 28 | 32 | < 0.1% |
| 29 | 9 | < 0.1% |
| 31 | 8 | < 0.1% |
| 34 | 6 | < 0.1% |
| 43 | 697 | |
| 47 | 238 | 0.1% |
| 50 | 10 | < 0.1% |
| 53 | 56 | < 0.1% |
| 55 | 3 | < 0.1% |
| 75 | 400 |
| Value | Count | Frequency (%) |
| 37198 | 2 | < 0.1% |
| 37197 | 18 | |
| 37196 | 22 | |
| 36933 | 2 | < 0.1% |
| 36928 | 2 | < 0.1% |
| 36914 | 2 | < 0.1% |
| 36885 | 1 | < 0.1% |
| 36883 | 1 | < 0.1% |
| 36880 | 1 | < 0.1% |
| 36879 | 1 | < 0.1% |
datasource
Categorical
HIGH CORRELATION 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.0 MiB |
| 132 | |
|---|---|
| 136 | |
| 149 | |
| 121 | 23979 |
| 172 | 14599 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1203375 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 121 |
|---|---|
| 2nd row | 121 |
| 3rd row | 121 |
| 4th row | 121 |
| 5th row | 121 |
Common Values
| Value | Count | Frequency (%) |
| 132 | 260752 | |
| 136 | 75491 | 18.8% |
| 149 | 26304 | 6.6% |
| 121 | 23979 | 6.0% |
| 172 | 14599 | 3.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 132 | 260752 | |
| 136 | 75491 | 18.8% |
| 149 | 26304 | 6.6% |
| 121 | 23979 | 6.0% |
| 172 | 14599 | 3.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 425104 | |
| 3 | 336243 | |
| 2 | 299330 | |
| 6 | 75491 | 6.3% |
| 4 | 26304 | 2.2% |
| 9 | 26304 | 2.2% |
| 7 | 14599 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1203375 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 425104 | |
| 3 | 336243 | |
| 2 | 299330 | |
| 6 | 75491 | 6.3% |
| 4 | 26304 | 2.2% |
| 9 | 26304 | 2.2% |
| 7 | 14599 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1203375 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 425104 | |
| 3 | 336243 | |
| 2 | 299330 | |
| 6 | 75491 | 6.3% |
| 4 | 26304 | 2.2% |
| 9 | 26304 | 2.2% |
| 7 | 14599 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1203375 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 425104 | |
| 3 | 336243 | |
| 2 | 299330 | |
| 6 | 75491 | 6.3% |
| 4 | 26304 | 2.2% |
| 9 | 26304 | 2.2% |
| 7 | 14599 | 1.2% |
auctioneerID
Real number (ℝ)
MISSING 
| Distinct | 30 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 20136 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5560397 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 407 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 22 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 16.976779 |
|---|---|
| Coefficient of variation (CV) | 2.5894869 |
| Kurtosis | 23.36608 |
| Mean | 6.5560397 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.8518094 |
| Sum | 2497779 |
| Variance | 288.21101 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 185310 | |
| 2 | 56440 | 14.1% |
| 3 | 29076 | 7.2% |
| 4 | 20474 | 5.1% |
| 6 | 11950 | 3.0% |
| 99 | 11406 | 2.8% |
| 7 | 7846 | 2.0% |
| 8 | 7203 | 1.8% |
| 5 | 7002 | 1.7% |
| 10 | 5790 | 1.4% |
| Other values (20) | 38492 | 9.6% |
| (Missing) | 20136 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 407 | 0.1% |
| 1 | 185310 | |
| 2 | 56440 | 14.1% |
| 3 | 29076 | 7.2% |
| 4 | 20474 | 5.1% |
| 5 | 7002 | 1.7% |
| 6 | 11950 | 3.0% |
| 7 | 7846 | 2.0% |
| 8 | 7203 | 1.8% |
| 9 | 4764 | 1.2% |
| Value | Count | Frequency (%) |
| 99 | 11406 | |
| 28 | 860 | 0.2% |
| 27 | 1150 | 0.3% |
| 26 | 676 | 0.2% |
| 25 | 959 | 0.2% |
| 24 | 1357 | 0.3% |
| 23 | 1322 | 0.3% |
| 22 | 1429 | 0.4% |
| 21 | 1601 | 0.4% |
| 20 | 2238 | 0.6% |
YearMade
Real number (ℝ)
| Distinct | 72 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1899.1569 |
| Minimum | 1000 |
|---|---|
| Maximum | 2013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.1 MiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 1000 |
| Q1 | 1985 |
| median | 1995 |
| Q3 | 2000 |
| 95-th percentile | 2005 |
| Maximum | 2013 |
| Range | 1013 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 291.79747 |
|---|---|
| Coefficient of variation (CV) | 0.15364579 |
| Kurtosis | 5.5935115 |
| Mean | 1899.1569 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -2.7535724 |
| Sum | 7.6179931 × 108 |
| Variance | 85145.763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1000 | 38185 | 9.5% |
| 1998 | 21221 | 5.3% |
| 2005 | 20587 | 5.1% |
| 2004 | 20020 | 5.0% |
| 1997 | 18905 | 4.7% |
| 1999 | 18767 | 4.7% |
| 2000 | 16742 | 4.2% |
| 1996 | 16691 | 4.2% |
| 1995 | 15528 | 3.9% |
| 1994 | 14199 | 3.5% |
| Other values (62) | 200280 |
| Value | Count | Frequency (%) |
| 1000 | 38185 | |
| 1919 | 127 | < 0.1% |
| 1920 | 17 | < 0.1% |
| 1937 | 1 | < 0.1% |
| 1942 | 1 | < 0.1% |
| 1947 | 1 | < 0.1% |
| 1948 | 3 | < 0.1% |
| 1949 | 1 | < 0.1% |
| 1950 | 8 | < 0.1% |
| 1951 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 2013 | 1 | < 0.1% |
| 2012 | 1 | < 0.1% |
| 2011 | 18 | < 0.1% |
| 2010 | 25 | < 0.1% |
| 2009 | 168 | < 0.1% |
| 2008 | 1422 | 0.4% |
| 2007 | 4523 | 1.1% |
| 2006 | 12215 | |
| 2005 | 20587 | |
| 2004 | 20020 |
MachineHoursCurrentMeter
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 15152 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 258360 |
| Missing (%) | 64.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3457.9554 |
| Minimum | 0 |
|---|---|
| Maximum | 2483300 |
| Zeros | 73126 |
| Zeros (%) | 18.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3025 |
| 95-th percentile | 10419.8 |
| Maximum | 2483300 |
| Range | 2483300 |
| Interquartile range (IQR) | 3025 |
Descriptive statistics
| Standard deviation | 27590.256 |
|---|---|
| Coefficient of variation (CV) | 7.9787775 |
| Kurtosis | 1908.7846 |
| Mean | 3457.9554 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 36.682114 |
| Sum | 4.93675 × 108 |
| Variance | 7.6122225 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 73126 | 18.2% |
| 2000 | 122 | < 0.1% |
| 1000 | 116 | < 0.1% |
| 1500 | 101 | < 0.1% |
| 500 | 97 | < 0.1% |
| 800 | 90 | < 0.1% |
| 1200 | 87 | < 0.1% |
| 1400 | 83 | < 0.1% |
| 2500 | 83 | < 0.1% |
| 1700 | 82 | < 0.1% |
| Other values (15142) | 68778 | 17.1% |
| (Missing) | 258360 |
| Value | Count | Frequency (%) |
| 0 | 73126 | |
| 2 | 18 | < 0.1% |
| 3 | 21 | < 0.1% |
| 4 | 35 | < 0.1% |
| 5 | 44 | < 0.1% |
| 6 | 20 | < 0.1% |
| 7 | 12 | < 0.1% |
| 8 | 18 | < 0.1% |
| 9 | 13 | < 0.1% |
| 10 | 33 | < 0.1% |
| Value | Count | Frequency (%) |
| 2483300 | 1 | |
| 2202400 | 1 | |
| 1857100 | 1 | |
| 1729600 | 1 | |
| 1728600 | 1 | |
| 1711700 | 1 | |
| 1602900 | 1 | |
| 1485900 | 1 | |
| 1429800 | 1 | |
| 1282700 | 1 |
UsageBand
Categorical
MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 331486 |
| Missing (%) | 82.6% |
| Memory size | 21.8 MiB |
| Medium | |
|---|---|
| Low | |
| High |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.6368558 |
| Min length | 3 |
Characters and Unicode
| Total characters | 322906 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Low |
|---|---|
| 2nd row | Low |
| 3rd row | High |
| 4th row | High |
| 5th row | Medium |
Common Values
| Value | Count | Frequency (%) |
| Medium | 33985 | 8.5% |
| Low | 23620 | 5.9% |
| High | 12034 | 3.0% |
| (Missing) | 331486 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| medium | 33985 | |
| low | 23620 | |
| high | 12034 | 17.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 46019 | |
| M | 33985 | |
| e | 33985 | |
| d | 33985 | |
| u | 33985 | |
| m | 33985 | |
| L | 23620 | |
| o | 23620 | |
| w | 23620 | |
| H | 12034 | 3.7% |
| Other values (2) | 24068 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 322906 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 46019 | |
| M | 33985 | |
| e | 33985 | |
| d | 33985 | |
| u | 33985 | |
| m | 33985 | |
| L | 23620 | |
| o | 23620 | |
| w | 23620 | |
| H | 12034 | 3.7% |
| Other values (2) | 24068 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 322906 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 46019 | |
| M | 33985 | |
| e | 33985 | |
| d | 33985 | |
| u | 33985 | |
| m | 33985 | |
| L | 23620 | |
| o | 23620 | |
| w | 23620 | |
| H | 12034 | 3.7% |
| Other values (2) | 24068 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 322906 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 46019 | |
| M | 33985 | |
| e | 33985 | |
| d | 33985 | |
| u | 33985 | |
| m | 33985 | |
| L | 23620 | |
| o | 23620 | |
| w | 23620 | |
| H | 12034 | 3.7% |
| Other values (2) | 24068 |
saledate
Date
| Distinct | 3919 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.1 MiB |
| Minimum | 1989-01-17 00:00:00 |
|---|---|
| Maximum | 2011-12-30 00:00:00 |
fiModelDesc
Text
| Distinct | 4999 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.6 MiB |
Length
| Max length | 19 |
|---|---|
| Median length | 17 |
| Mean length | 4.6937887 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1882796 |
|---|---|
| Distinct characters | 58 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 867 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 521D |
|---|---|
| 2nd row | 950FII |
| 3rd row | 226 |
| 4th row | PC120-6E |
| 5th row | S175 |
| Value | Count | Frequency (%) |
| 580super | 5806 | 1.4% |
| 310g | 5039 | 1.2% |
| 416c | 4869 | 1.2% |
| 580k | 4315 | 1.1% |
| 310e | 4233 | 1.0% |
| 140g | 4083 | 1.0% |
| 416b | 3718 | 0.9% |
| l | 3549 | 0.9% |
| 580l | 3444 | 0.8% |
| 310d | 3402 | 0.8% |
| Other values (4987) | 365944 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 227021 | 12.1% |
| 5 | 147110 | 7.8% |
| 1 | 132422 | 7.0% |
| 2 | 120766 | 6.4% |
| 3 | 117927 | 6.3% |
| 4 | 99339 | 5.3% |
| 6 | 95130 | 5.1% |
| C | 94397 | 5.0% |
| L | 91907 | 4.9% |
| D | 85066 | 4.5% |
| Other values (48) | 671711 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1882796 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 227021 | 12.1% |
| 5 | 147110 | 7.8% |
| 1 | 132422 | 7.0% |
| 2 | 120766 | 6.4% |
| 3 | 117927 | 6.3% |
| 4 | 99339 | 5.3% |
| 6 | 95130 | 5.1% |
| C | 94397 | 5.0% |
| L | 91907 | 4.9% |
| D | 85066 | 4.5% |
| Other values (48) | 671711 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1882796 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 227021 | 12.1% |
| 5 | 147110 | 7.8% |
| 1 | 132422 | 7.0% |
| 2 | 120766 | 6.4% |
| 3 | 117927 | 6.3% |
| 4 | 99339 | 5.3% |
| 6 | 95130 | 5.1% |
| C | 94397 | 5.0% |
| L | 91907 | 4.9% |
| D | 85066 | 4.5% |
| Other values (48) | 671711 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1882796 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 227021 | 12.1% |
| 5 | 147110 | 7.8% |
| 1 | 132422 | 7.0% |
| 2 | 120766 | 6.4% |
| 3 | 117927 | 6.3% |
| 4 | 99339 | 5.3% |
| 6 | 95130 | 5.1% |
| C | 94397 | 5.0% |
| L | 91907 | 4.9% |
| D | 85066 | 4.5% |
| Other values (48) | 671711 |
fiBaseModel
Text
| Distinct | 1950 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.0 MiB |
Length
| Max length | 13 |
|---|---|
| Median length | 3 |
| Mean length | 3.2155039 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1289819 |
|---|---|
| Distinct characters | 39 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 228 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 521 |
|---|---|
| 2nd row | 950 |
| 3rd row | 226 |
| 4th row | PC120 |
| 5th row | S175 |
| Value | Count | Frequency (%) |
| 580 | 19798 | 4.9% |
| 310 | 17354 | 4.3% |
| d6 | 13110 | 3.3% |
| 416 | 12687 | 3.2% |
| d5 | 9342 | 2.3% |
| 950 | 7406 | 1.8% |
| d3 | 6826 | 1.7% |
| d8 | 6733 | 1.7% |
| d4 | 6464 | 1.6% |
| 12 | 6143 | 1.5% |
| Other values (1911) | 295729 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 226368 | |
| 5 | 140930 | |
| 1 | 123815 | |
| 2 | 113051 | |
| 3 | 111555 | |
| 4 | 99233 | |
| 6 | 87934 | 6.8% |
| 8 | 69942 | 5.4% |
| D | 65181 | 5.1% |
| 9 | 47774 | 3.7% |
| Other values (29) | 204036 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1289819 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 226368 | |
| 5 | 140930 | |
| 1 | 123815 | |
| 2 | 113051 | |
| 3 | 111555 | |
| 4 | 99233 | |
| 6 | 87934 | 6.8% |
| 8 | 69942 | 5.4% |
| D | 65181 | 5.1% |
| 9 | 47774 | 3.7% |
| Other values (29) | 204036 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1289819 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 226368 | |
| 5 | 140930 | |
| 1 | 123815 | |
| 2 | 113051 | |
| 3 | 111555 | |
| 4 | 99233 | |
| 6 | 87934 | 6.8% |
| 8 | 69942 | 5.4% |
| D | 65181 | 5.1% |
| 9 | 47774 | 3.7% |
| Other values (29) | 204036 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1289819 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 226368 | |
| 5 | 140930 | |
| 1 | 123815 | |
| 2 | 113051 | |
| 3 | 111555 | |
| 4 | 99233 | |
| 6 | 87934 | 6.8% |
| 8 | 69942 | 5.4% |
| D | 65181 | 5.1% |
| 9 | 47774 | 3.7% |
| Other values (29) | 204036 |
fiSecondaryDesc
Text
MISSING 
| Distinct | 175 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 137191 |
| Missing (%) | 34.2% |
| Memory size | 18.8 MiB |
Length
| Max length | 13 |
|---|---|
| Median length | 1 |
| Mean length | 1.2446483 |
| Min length | 1 |
Characters and Unicode
| Total characters | 328505 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 32 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | D |
|---|---|
| 2nd row | F |
| 3rd row | G |
| 4th row | E |
| 5th row | D |
| Value | Count | Frequency (%) |
| c | 43245 | |
| b | 39251 | |
| g | 36433 | |
| h | 24051 | |
| e | 21325 | |
| d | 19457 | 7.2% |
| l | 9361 | 3.5% |
| f | 9153 | 3.4% |
| k | 8682 | 3.2% |
| m | 6818 | 2.5% |
| Other values (149) | 52886 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 47674 | |
| B | 39864 | |
| G | 38308 | |
| E | 32939 | |
| H | 24416 | 7.4% |
| D | 19702 | 6.0% |
| L | 16966 | 5.2% |
| R | 12812 | 3.9% |
| P | 12748 | 3.9% |
| S | 12256 | 3.7% |
| Other values (27) | 70820 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 328505 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| C | 47674 | |
| B | 39864 | |
| G | 38308 | |
| E | 32939 | |
| H | 24416 | 7.4% |
| D | 19702 | 6.0% |
| L | 16966 | 5.2% |
| R | 12812 | 3.9% |
| P | 12748 | 3.9% |
| S | 12256 | 3.7% |
| Other values (27) | 70820 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 328505 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| C | 47674 | |
| B | 39864 | |
| G | 38308 | |
| E | 32939 | |
| H | 24416 | 7.4% |
| D | 19702 | 6.0% |
| L | 16966 | 5.2% |
| R | 12812 | 3.9% |
| P | 12748 | 3.9% |
| S | 12256 | 3.7% |
| Other values (27) | 70820 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 328505 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| C | 47674 | |
| B | 39864 | |
| G | 38308 | |
| E | 32939 | |
| H | 24416 | 7.4% |
| D | 19702 | 6.0% |
| L | 16966 | 5.2% |
| R | 12812 | 3.9% |
| P | 12748 | 3.9% |
| S | 12256 | 3.7% |
| Other values (27) | 70820 |
fiModelSeries
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 344217 |
|---|---|
| Missing (%) | 85.8% |
| Memory size | 13.7 MiB |
MISSING 
| Distinct | 139 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 329206 |
| Missing (%) | 82.1% |
| Memory size | 14.1 MiB |
Length
| Max length | 14 |
|---|---|
| Median length | 10 |
| Mean length | 1.8840362 |
| Min length | 1 |
Characters and Unicode
| Total characters | 135498 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 22 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | LC |
|---|---|
| 2nd row | 6 |
| 3rd row | L |
| 4th row | LT |
| 5th row | CR |
| Value | Count | Frequency (%) |
| l | 15875 | |
| lgp | 15566 | |
| lc | 12750 | |
| xl | 6434 | |
| 6 | 2885 | 4.0% |
| lt | 2357 | 3.3% |
| 5 | 2246 | 3.1% |
| 3 | 1887 | 2.6% |
| cr | 1684 | 2.3% |
| h | 1049 | 1.5% |
| Other values (126) | 9193 |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 54761 | |
| P | 15780 | 11.6% |
| G | 15657 | 11.6% |
| C | 15493 | 11.4% |
| X | 7310 | 5.4% |
| T | 4100 | 3.0% |
| R | 3772 | 2.8% |
| 6 | 2887 | 2.1% |
| S | 2718 | 2.0% |
| 5 | 2256 | 1.7% |
| Other values (40) | 10764 | 7.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 135498 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| L | 54761 | |
| P | 15780 | 11.6% |
| G | 15657 | 11.6% |
| C | 15493 | 11.4% |
| X | 7310 | 5.4% |
| T | 4100 | 3.0% |
| R | 3772 | 2.8% |
| 6 | 2887 | 2.1% |
| S | 2718 | 2.0% |
| 5 | 2256 | 1.7% |
| Other values (40) | 10764 | 7.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 135498 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| L | 54761 | |
| P | 15780 | 11.6% |
| G | 15657 | 11.6% |
| C | 15493 | 11.4% |
| X | 7310 | 5.4% |
| T | 4100 | 3.0% |
| R | 3772 | 2.8% |
| 6 | 2887 | 2.1% |
| S | 2718 | 2.0% |
| 5 | 2256 | 1.7% |
| Other values (40) | 10764 | 7.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 135498 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| L | 54761 | |
| P | 15780 | 11.6% |
| G | 15657 | 11.6% |
| C | 15493 | 11.4% |
| X | 7310 | 5.4% |
| T | 4100 | 3.0% |
| R | 3772 | 2.8% |
| 6 | 2887 | 2.1% |
| S | 2718 | 2.0% |
| 5 | 2256 | 1.7% |
| Other values (40) | 10764 | 7.9% |
ProductSize
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 210775 |
| Missing (%) | 52.5% |
| Memory size | 23.0 MiB |
| Medium | |
|---|---|
| Large / Medium | |
| Small | |
| Mini | |
| Large |
Length
| Max length | 14 |
|---|---|
| Median length | 7 |
| Mean length | 7.6094773 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1448464 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Medium |
|---|---|
| 2nd row | Small |
| 3rd row | Large / Medium |
| 4th row | Mini |
| 5th row | Large |
Common Values
| Value | Count | Frequency (%) |
| Medium | 62274 | 15.5% |
| Large / Medium | 49678 | 12.4% |
| Small | 26494 | 6.6% |
| Mini | 24840 | 6.2% |
| Large | 20975 | 5.2% |
| Compact | 6089 | 1.5% |
| (Missing) | 210775 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| medium | 111952 | |
| large | 70653 | |
| 49678 | ||
| small | 26494 | 9.1% |
| mini | 24840 | 8.6% |
| compact | 6089 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 182605 | |
| i | 161632 | |
| m | 144535 | |
| M | 136792 | |
| d | 111952 | |
| u | 111952 | |
| a | 103236 | |
| 99356 | 6.9% | |
| r | 70653 | 4.9% |
| g | 70653 | 4.9% |
| Other values (10) | 255098 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1448464 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 182605 | |
| i | 161632 | |
| m | 144535 | |
| M | 136792 | |
| d | 111952 | |
| u | 111952 | |
| a | 103236 | |
| 99356 | 6.9% | |
| r | 70653 | 4.9% |
| g | 70653 | 4.9% |
| Other values (10) | 255098 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1448464 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 182605 | |
| i | 161632 | |
| m | 144535 | |
| M | 136792 | |
| d | 111952 | |
| u | 111952 | |
| a | 103236 | |
| 99356 | 6.9% | |
| r | 70653 | 4.9% |
| g | 70653 | 4.9% |
| Other values (10) | 255098 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1448464 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 182605 | |
| i | 161632 | |
| m | 144535 | |
| M | 136792 | |
| d | 111952 | |
| u | 111952 | |
| a | 103236 | |
| 99356 | 6.9% | |
| r | 70653 | 4.9% |
| g | 70653 | 4.9% |
| Other values (10) | 255098 |
| Distinct | 74 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 40.8 MiB |
Length
| Max length | 64 |
|---|---|
| Median length | 57 |
| Mean length | 49.731961 |
| Min length | 26 |
Characters and Unicode
| Total characters | 19948733 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Wheel Loader - 110.0 to 120.0 Horsepower |
|---|---|
| 2nd row | Wheel Loader - 150.0 to 175.0 Horsepower |
| 3rd row | Skid Steer Loader - 1351.0 to 1601.0 Lb Operating Capacity |
| 4th row | Hydraulic Excavator, Track - 12.0 to 14.0 Metric Tons |
| 5th row | Skid Steer Loader - 1601.0 to 1751.0 Lb Operating Capacity |
| Value | Count | Frequency (%) |
| 418488 | 12.1% | |
| to | 376240 | 10.9% |
| loader | 193949 | 5.6% |
| track | 181687 | 5.2% |
| horsepower | 176503 | 5.1% |
| excavator | 101167 | 2.9% |
| hydraulic | 101167 | 2.9% |
| tons | 101012 | 2.9% |
| metric | 101012 | 2.9% |
| type | 80520 | 2.3% |
| Other values (73) | 1633442 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3064062 | ||
| r | 1512237 | 7.6% |
| o | 1416921 | 7.1% |
| e | 1271503 | 6.4% |
| a | 1144740 | 5.7% |
| 0 | 1096732 | 5.5% |
| t | 1046283 | 5.2% |
| . | 772451 | 3.9% |
| c | 687793 | 3.4% |
| 1 | 568797 | 2.9% |
| Other values (44) | 7367214 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 19948733 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3064062 | ||
| r | 1512237 | 7.6% |
| o | 1416921 | 7.1% |
| e | 1271503 | 6.4% |
| a | 1144740 | 5.7% |
| 0 | 1096732 | 5.5% |
| t | 1046283 | 5.2% |
| . | 772451 | 3.9% |
| c | 687793 | 3.4% |
| 1 | 568797 | 2.9% |
| Other values (44) | 7367214 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 19948733 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3064062 | ||
| r | 1512237 | 7.6% |
| o | 1416921 | 7.1% |
| e | 1271503 | 6.4% |
| a | 1144740 | 5.7% |
| 0 | 1096732 | 5.5% |
| t | 1046283 | 5.2% |
| . | 772451 | 3.9% |
| c | 687793 | 3.4% |
| 1 | 568797 | 2.9% |
| Other values (44) | 7367214 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 19948733 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3064062 | ||
| r | 1512237 | 7.6% |
| o | 1416921 | 7.1% |
| e | 1271503 | 6.4% |
| a | 1144740 | 5.7% |
| 0 | 1096732 | 5.5% |
| t | 1046283 | 5.2% |
| . | 772451 | 3.9% |
| c | 687793 | 3.4% |
| 1 | 568797 | 2.9% |
| Other values (44) | 7367214 |
state
Text
| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.9 MiB |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 8.0858236 |
| Min length | 4 |
Characters and Unicode
| Total characters | 3243426 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Alabama |
|---|---|
| 2nd row | North Carolina |
| 3rd row | New York |
| 4th row | Texas |
| 5th row | New York |
| Value | Count | Frequency (%) |
| florida | 63944 | 14.3% |
| texas | 51682 | 11.5% |
| california | 29019 | 6.5% |
| new | 25739 | 5.7% |
| carolina | 20198 | 4.5% |
| washington | 15957 | 3.6% |
| georgia | 14309 | 3.2% |
| maryland | 12965 | 2.9% |
| mississippi | 12961 | 2.9% |
| ohio | 12190 | 2.7% |
| Other values (46) | 189577 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 421346 | |
| i | 361630 | 11.1% |
| o | 285021 | 8.8% |
| n | 245009 | 7.6% |
| s | 222884 | 6.9% |
| e | 213333 | 6.6% |
| r | 211092 | 6.5% |
| l | 182068 | 5.6% |
| d | 103925 | 3.2% |
| t | 72609 | 2.2% |
| Other values (36) | 924509 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3243426 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 421346 | |
| i | 361630 | 11.1% |
| o | 285021 | 8.8% |
| n | 245009 | 7.6% |
| s | 222884 | 6.9% |
| e | 213333 | 6.6% |
| r | 211092 | 6.5% |
| l | 182068 | 5.6% |
| d | 103925 | 3.2% |
| t | 72609 | 2.2% |
| Other values (36) | 924509 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3243426 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 421346 | |
| i | 361630 | 11.1% |
| o | 285021 | 8.8% |
| n | 245009 | 7.6% |
| s | 222884 | 6.9% |
| e | 213333 | 6.6% |
| r | 211092 | 6.5% |
| l | 182068 | 5.6% |
| d | 103925 | 3.2% |
| t | 72609 | 2.2% |
| Other values (36) | 924509 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3243426 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 421346 | |
| i | 361630 | 11.1% |
| o | 285021 | 8.8% |
| n | 245009 | 7.6% |
| s | 222884 | 6.9% |
| e | 213333 | 6.6% |
| r | 211092 | 6.5% |
| l | 182068 | 5.6% |
| d | 103925 | 3.2% |
| t | 72609 | 2.2% |
| Other values (36) | 924509 |
ProductGroup
Categorical
HIGH CORRELATION 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 MiB |
| TEX | |
|---|---|
| TTT | |
| BL | |
| WL | |
| SSL |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.5613587 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1027425 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | WL |
|---|---|
| 2nd row | WL |
| 3rd row | SSL |
| 4th row | TEX |
| 5th row | SSL |
Common Values
| Value | Count | Frequency (%) |
| TEX | 101167 | |
| TTT | 80520 | |
| BL | 79415 | |
| WL | 71046 | |
| SSL | 43488 | |
| MG | 25489 | 6.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| tex | 101167 | |
| ttt | 80520 | |
| bl | 79415 | |
| wl | 71046 | |
| ssl | 43488 | |
| mg | 25489 | 6.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 342727 | |
| L | 193949 | |
| E | 101167 | 9.8% |
| X | 101167 | 9.8% |
| S | 86976 | 8.5% |
| B | 79415 | 7.7% |
| W | 71046 | 6.9% |
| M | 25489 | 2.5% |
| G | 25489 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1027425 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 342727 | |
| L | 193949 | |
| E | 101167 | 9.8% |
| X | 101167 | 9.8% |
| S | 86976 | 8.5% |
| B | 79415 | 7.7% |
| W | 71046 | 6.9% |
| M | 25489 | 2.5% |
| G | 25489 | 2.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1027425 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 342727 | |
| L | 193949 | |
| E | 101167 | 9.8% |
| X | 101167 | 9.8% |
| S | 86976 | 8.5% |
| B | 79415 | 7.7% |
| W | 71046 | 6.9% |
| M | 25489 | 2.5% |
| G | 25489 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1027425 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 342727 | |
| L | 193949 | |
| E | 101167 | 9.8% |
| X | 101167 | 9.8% |
| S | 86976 | 8.5% |
| B | 79415 | 7.7% |
| W | 71046 | 6.9% |
| M | 25489 | 2.5% |
| G | 25489 | 2.5% |
ProductGroupDesc
Categorical
HIGH CORRELATION 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.8 MiB |
| Track Excavators | |
|---|---|
| Track Type Tractors | |
| Backhoe Loaders | |
| Wheel Loader | |
| Skid Steer Loaders |
Length
| Max length | 19 |
|---|---|
| Median length | 16 |
| Mean length | 15.721957 |
| Min length | 12 |
Characters and Unicode
| Total characters | 6306470 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Wheel Loader |
|---|---|
| 2nd row | Wheel Loader |
| 3rd row | Skid Steer Loaders |
| 4th row | Track Excavators |
| 5th row | Skid Steer Loaders |
Common Values
| Value | Count | Frequency (%) |
| Track Excavators | 101167 | |
| Track Type Tractors | 80520 | |
| Backhoe Loaders | 79415 | |
| Wheel Loader | 71046 | |
| Skid Steer Loaders | 43488 | |
| Motor Graders | 25489 | 6.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| track | 181687 | |
| loaders | 122903 | |
| excavators | 101167 | |
| type | 80520 | |
| tractors | 80520 | |
| backhoe | 79415 | |
| wheel | 71046 | 7.7% |
| loader | 71046 | 7.7% |
| skid | 43488 | 4.7% |
| steer | 43488 | 4.7% |
| Other values (2) | 50978 | 5.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 763394 | |
| r | 757798 | |
| e | 608441 | |
| 525133 | 8.3% | |
| o | 506029 | 8.0% |
| c | 442789 | 7.0% |
| T | 342727 | 5.4% |
| s | 330079 | 5.2% |
| k | 304590 | 4.8% |
| d | 262926 | 4.2% |
| Other values (15) | 1462564 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6306470 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 763394 | |
| r | 757798 | |
| e | 608441 | |
| 525133 | 8.3% | |
| o | 506029 | 8.0% |
| c | 442789 | 7.0% |
| T | 342727 | 5.4% |
| s | 330079 | 5.2% |
| k | 304590 | 4.8% |
| d | 262926 | 4.2% |
| Other values (15) | 1462564 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6306470 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 763394 | |
| r | 757798 | |
| e | 608441 | |
| 525133 | 8.3% | |
| o | 506029 | 8.0% |
| c | 442789 | 7.0% |
| T | 342727 | 5.4% |
| s | 330079 | 5.2% |
| k | 304590 | 4.8% |
| d | 262926 | 4.2% |
| Other values (15) | 1462564 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6306470 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 763394 | |
| r | 757798 | |
| e | 608441 | |
| 525133 | 8.3% | |
| o | 506029 | 8.0% |
| c | 442789 | 7.0% |
| T | 342727 | 5.4% |
| s | 330079 | 5.2% |
| k | 304590 | 4.8% |
| d | 262926 | 4.2% |
| Other values (15) | 1462564 |
Drive_System
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 296764 |
| Missing (%) | 74.0% |
| Memory size | 22.7 MiB |
| Two Wheel Drive | |
|---|---|
| Four Wheel Drive | |
| No | |
| All Wheel Drive | 798 |
Length
| Max length | 16 |
|---|---|
| Median length | 15 |
| Mean length | 12.273234 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1280847 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Four Wheel Drive |
|---|---|
| 2nd row | Four Wheel Drive |
| 3rd row | Four Wheel Drive |
| 4th row | Four Wheel Drive |
| 5th row | Four Wheel Drive |
Common Values
| Value | Count | Frequency (%) |
| Two Wheel Drive | 46139 | 11.5% |
| Four Wheel Drive | 32996 | 8.2% |
| No | 24428 | 6.1% |
| All Wheel Drive | 798 | 0.2% |
| (Missing) | 296764 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| wheel | 79933 | |
| drive | 79933 | |
| two | 46139 | |
| four | 32996 | |
| no | 24428 | 9.2% |
| all | 798 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 239799 | |
| 159866 | ||
| r | 112929 | |
| o | 103563 | |
| l | 81529 | 6.4% |
| W | 79933 | 6.2% |
| h | 79933 | 6.2% |
| D | 79933 | 6.2% |
| i | 79933 | 6.2% |
| v | 79933 | 6.2% |
| Other values (6) | 183496 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1280847 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 239799 | |
| 159866 | ||
| r | 112929 | |
| o | 103563 | |
| l | 81529 | 6.4% |
| W | 79933 | 6.2% |
| h | 79933 | 6.2% |
| D | 79933 | 6.2% |
| i | 79933 | 6.2% |
| v | 79933 | 6.2% |
| Other values (6) | 183496 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1280847 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 239799 | |
| 159866 | ||
| r | 112929 | |
| o | 103563 | |
| l | 81529 | 6.4% |
| W | 79933 | 6.2% |
| h | 79933 | 6.2% |
| D | 79933 | 6.2% |
| i | 79933 | 6.2% |
| v | 79933 | 6.2% |
| Other values (6) | 183496 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1280847 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 239799 | |
| 159866 | ||
| r | 112929 | |
| o | 103563 | |
| l | 81529 | 6.4% |
| W | 79933 | 6.2% |
| h | 79933 | 6.2% |
| D | 79933 | 6.2% |
| i | 79933 | 6.2% |
| v | 79933 | 6.2% |
| Other values (6) | 183496 |
Enclosure
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 325 |
| Missing (%) | 0.1% |
| Memory size | 24.1 MiB |
| OROPS | |
|---|---|
| EROPS | |
| EROPS w AC | |
| EROPS AC | 17 |
| NO ROPS | 3 |
Length
| Max length | 19 |
|---|---|
| Median length | 5 |
| Mean length | 6.095771 |
| Min length | 5 |
Characters and Unicode
| Total characters | 2443185 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | EROPS w AC |
|---|---|
| 2nd row | EROPS w AC |
| 3rd row | OROPS |
| 4th row | EROPS w AC |
| 5th row | EROPS |
Common Values
| Value | Count | Frequency (%) |
| OROPS | 173932 | |
| EROPS | 139026 | |
| EROPS w AC | 87820 | |
| EROPS AC | 17 | < 0.1% |
| NO ROPS | 3 | < 0.1% |
| None or Unspecified | 2 | < 0.1% |
| (Missing) | 325 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| erops | 226863 | |
| orops | 173932 | |
| ac | 87837 | 15.2% |
| w | 87820 | 15.2% |
| no | 3 | < 0.1% |
| rops | 3 | < 0.1% |
| none | 2 | < 0.1% |
| or | 2 | < 0.1% |
| unspecified | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 574733 | |
| P | 400798 | |
| S | 400798 | |
| R | 400798 | |
| E | 226863 | 9.3% |
| 175664 | 7.2% | |
| A | 87837 | 3.6% |
| C | 87837 | 3.6% |
| w | 87820 | 3.6% |
| e | 6 | < 0.1% |
| Other values (11) | 31 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2443185 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| O | 574733 | |
| P | 400798 | |
| S | 400798 | |
| R | 400798 | |
| E | 226863 | 9.3% |
| 175664 | 7.2% | |
| A | 87837 | 3.6% |
| C | 87837 | 3.6% |
| w | 87820 | 3.6% |
| e | 6 | < 0.1% |
| Other values (11) | 31 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2443185 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| O | 574733 | |
| P | 400798 | |
| S | 400798 | |
| R | 400798 | |
| E | 226863 | 9.3% |
| 175664 | 7.2% | |
| A | 87837 | 3.6% |
| C | 87837 | 3.6% |
| w | 87820 | 3.6% |
| e | 6 | < 0.1% |
| Other values (11) | 31 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2443185 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| O | 574733 | |
| P | 400798 | |
| S | 400798 | |
| R | 400798 | |
| E | 226863 | 9.3% |
| 175664 | 7.2% | |
| A | 87837 | 3.6% |
| C | 87837 | 3.6% |
| w | 87820 | 3.6% |
| e | 6 | < 0.1% |
| Other values (11) | 31 | < 0.1% |
Forks
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 209048 |
| Missing (%) | 52.1% |
| Memory size | 24.9 MiB |
| None or Unspecified | |
|---|---|
| Yes | 13777 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 17.852377 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3429031 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | None or Unspecified |
| 4th row | None or Unspecified |
| 5th row | None or Unspecified |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 178300 | |
| Yes | 13777 | 3.4% |
| (Missing) | 209048 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 178300 | |
| or | 178300 | |
| unspecified | 178300 | |
| yes | 13777 | 2.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 548677 | |
| o | 356600 | |
| n | 356600 | |
| 356600 | ||
| i | 356600 | |
| s | 192077 | 5.6% |
| N | 178300 | 5.2% |
| r | 178300 | 5.2% |
| U | 178300 | 5.2% |
| p | 178300 | 5.2% |
| Other values (4) | 548677 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3429031 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 548677 | |
| o | 356600 | |
| n | 356600 | |
| 356600 | ||
| i | 356600 | |
| s | 192077 | 5.6% |
| N | 178300 | 5.2% |
| r | 178300 | 5.2% |
| U | 178300 | 5.2% |
| p | 178300 | 5.2% |
| Other values (4) | 548677 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3429031 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 548677 | |
| o | 356600 | |
| n | 356600 | |
| 356600 | ||
| i | 356600 | |
| s | 192077 | 5.6% |
| N | 178300 | 5.2% |
| r | 178300 | 5.2% |
| U | 178300 | 5.2% |
| p | 178300 | 5.2% |
| Other values (4) | 548677 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3429031 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 548677 | |
| o | 356600 | |
| n | 356600 | |
| 356600 | ||
| i | 356600 | |
| s | 192077 | 5.6% |
| N | 178300 | 5.2% |
| r | 178300 | 5.2% |
| U | 178300 | 5.2% |
| p | 178300 | 5.2% |
| Other values (4) | 548677 |
Pad_Type
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 321991 |
| Missing (%) | 80.3% |
| Memory size | 22.8 MiB |
| None or Unspecified | |
|---|---|
| Reversible | 5832 |
| Street | 2663 |
| Grouser | 25 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 17.895456 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1416139 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | Reversible |
| 3rd row | Street |
| 4th row | None or Unspecified |
| 5th row | None or Unspecified |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 70614 | 17.6% |
| Reversible | 5832 | 1.5% |
| Street | 2663 | 0.7% |
| Grouser | 25 | < 0.1% |
| (Missing) | 321991 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 70614 | |
| or | 70614 | |
| unspecified | 70614 | |
| reversible | 5832 | 2.6% |
| street | 2663 | 1.2% |
| grouser | 25 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 234689 | |
| i | 147060 | |
| o | 141253 | |
| n | 141228 | |
| 141228 | ||
| r | 79159 | 5.6% |
| s | 76471 | 5.4% |
| d | 70614 | 5.0% |
| f | 70614 | 5.0% |
| N | 70614 | 5.0% |
| Other values (11) | 243209 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1416139 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 234689 | |
| i | 147060 | |
| o | 141253 | |
| n | 141228 | |
| 141228 | ||
| r | 79159 | 5.6% |
| s | 76471 | 5.4% |
| d | 70614 | 5.0% |
| f | 70614 | 5.0% |
| N | 70614 | 5.0% |
| Other values (11) | 243209 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1416139 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 234689 | |
| i | 147060 | |
| o | 141253 | |
| n | 141228 | |
| 141228 | ||
| r | 79159 | 5.6% |
| s | 76471 | 5.4% |
| d | 70614 | 5.0% |
| f | 70614 | 5.0% |
| N | 70614 | 5.0% |
| Other values (11) | 243209 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1416139 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 234689 | |
| i | 147060 | |
| o | 141253 | |
| n | 141228 | |
| 141228 | ||
| r | 79159 | 5.6% |
| s | 76471 | 5.4% |
| d | 70614 | 5.0% |
| f | 70614 | 5.0% |
| N | 70614 | 5.0% |
| Other values (11) | 243209 |
Ride_Control
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 252519 |
| Missing (%) | 63.0% |
| Memory size | 22.9 MiB |
| No | |
|---|---|
| None or Unspecified | |
| Yes |
Length
| Max length | 19 |
|---|---|
| Median length | 2 |
| Mean length | 9.2727683 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1377989 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | No |
| 4th row | No |
| 5th row | None or Unspecified |
Common Values
| Value | Count | Frequency (%) |
| No | 77685 | 19.4% |
| None or Unspecified | 63116 | 15.7% |
| Yes | 7805 | 1.9% |
| (Missing) | 252519 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 77685 | |
| none | 63116 | |
| or | 63116 | |
| unspecified | 63116 | |
| yes | 7805 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 203917 | |
| e | 197153 | |
| N | 140801 | |
| n | 126232 | |
| 126232 | ||
| i | 126232 | |
| s | 70921 | 5.1% |
| r | 63116 | 4.6% |
| U | 63116 | 4.6% |
| p | 63116 | 4.6% |
| Other values (4) | 197153 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1377989 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 203917 | |
| e | 197153 | |
| N | 140801 | |
| n | 126232 | |
| 126232 | ||
| i | 126232 | |
| s | 70921 | 5.1% |
| r | 63116 | 4.6% |
| U | 63116 | 4.6% |
| p | 63116 | 4.6% |
| Other values (4) | 197153 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1377989 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 203917 | |
| e | 197153 | |
| N | 140801 | |
| n | 126232 | |
| 126232 | ||
| i | 126232 | |
| s | 70921 | 5.1% |
| r | 63116 | 4.6% |
| U | 63116 | 4.6% |
| p | 63116 | 4.6% |
| Other values (4) | 197153 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1377989 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 203917 | |
| e | 197153 | |
| N | 140801 | |
| n | 126232 | |
| 126232 | ||
| i | 126232 | |
| s | 70921 | 5.1% |
| r | 63116 | 4.6% |
| U | 63116 | 4.6% |
| p | 63116 | 4.6% |
| Other values (4) | 197153 |
Stick
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 321991 |
| Missing (%) | 80.3% |
| Memory size | 22.1 MiB |
| Standard | |
|---|---|
| Extended |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 633072 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Extended |
|---|---|
| 2nd row | Standard |
| 3rd row | Standard |
| 4th row | Standard |
| 5th row | Standard |
Common Values
| Value | Count | Frequency (%) |
| Standard | 48829 | 12.2% |
| Extended | 30305 | 7.6% |
| (Missing) | 321991 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| standard | 48829 | |
| extended | 30305 |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 158268 | |
| a | 97658 | |
| t | 79134 | |
| n | 79134 | |
| e | 60610 | 9.6% |
| S | 48829 | 7.7% |
| r | 48829 | 7.7% |
| E | 30305 | 4.8% |
| x | 30305 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 633072 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 158268 | |
| a | 97658 | |
| t | 79134 | |
| n | 79134 | |
| e | 60610 | 9.6% |
| S | 48829 | 7.7% |
| r | 48829 | 7.7% |
| E | 30305 | 4.8% |
| x | 30305 | 4.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 633072 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 158268 | |
| a | 97658 | |
| t | 79134 | |
| n | 79134 | |
| e | 60610 | 9.6% |
| S | 48829 | 7.7% |
| r | 48829 | 7.7% |
| E | 30305 | 4.8% |
| x | 30305 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 633072 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 158268 | |
| a | 97658 | |
| t | 79134 | |
| n | 79134 | |
| e | 60610 | 9.6% |
| S | 48829 | 7.7% |
| r | 48829 | 7.7% |
| E | 30305 | 4.8% |
| x | 30305 | 4.8% |
Transmission
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 217895 |
| Missing (%) | 54.3% |
| Memory size | 23.3 MiB |
| Standard | |
|---|---|
| None or Unspecified | |
| Powershift | 11731 |
| Powershuttle | 4244 |
| Hydrostatic | 3204 |
| Other values (3) | 576 |
Length
| Max length | 19 |
|---|---|
| Median length | 8 |
| Mean length | 9.6727446 |
| Min length | 8 |
Characters and Unicode
| Total characters | 1772337 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Powershuttle |
|---|---|
| 2nd row | Standard |
| 3rd row | Standard |
| 4th row | Standard |
| 5th row | Standard |
Common Values
| Value | Count | Frequency (%) |
| Standard | 140328 | |
| None or Unspecified | 23147 | 5.8% |
| Powershift | 11731 | 2.9% |
| Powershuttle | 4244 | 1.1% |
| Hydrostatic | 3204 | 0.8% |
| Direct Drive | 418 | 0.1% |
| Autoshift | 114 | < 0.1% |
| AutoShift | 44 | < 0.1% |
| (Missing) | 217895 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| standard | 140328 | |
| none | 23147 | 10.1% |
| or | 23147 | 10.1% |
| unspecified | 23147 | 10.1% |
| powershift | 11731 | 5.1% |
| powershuttle | 4244 | 1.8% |
| hydrostatic | 3204 | 1.4% |
| direct | 418 | 0.2% |
| drive | 418 | 0.2% |
| autoshift | 158 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 307007 | |
| a | 283860 | |
| n | 186622 | |
| r | 183490 | |
| t | 167689 | |
| S | 140372 | |
| e | 90496 | 5.1% |
| o | 65631 | 3.7% |
| i | 62223 | 3.5% |
| 46712 | 2.6% | |
| Other values (16) | 238235 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1772337 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 307007 | |
| a | 283860 | |
| n | 186622 | |
| r | 183490 | |
| t | 167689 | |
| S | 140372 | |
| e | 90496 | 5.1% |
| o | 65631 | 3.7% |
| i | 62223 | 3.5% |
| 46712 | 2.6% | |
| Other values (16) | 238235 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1772337 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 307007 | |
| a | 283860 | |
| n | 186622 | |
| r | 183490 | |
| t | 167689 | |
| S | 140372 | |
| e | 90496 | 5.1% |
| o | 65631 | 3.7% |
| i | 62223 | 3.5% |
| 46712 | 2.6% | |
| Other values (16) | 238235 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1772337 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 307007 | |
| a | 283860 | |
| n | 186622 | |
| r | 183490 | |
| t | 167689 | |
| S | 140372 | |
| e | 90496 | 5.1% |
| o | 65631 | 3.7% |
| i | 62223 | 3.5% |
| 46712 | 2.6% | |
| Other values (16) | 238235 |
Turbocharged
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 321991 |
| Missing (%) | 80.3% |
| Memory size | 22.9 MiB |
| None or Unspecified | |
|---|---|
| Yes | 3923 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.206814 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1440778 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | Yes |
| 3rd row | None or Unspecified |
| 4th row | None or Unspecified |
| 5th row | None or Unspecified |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 75211 | 18.8% |
| Yes | 3923 | 1.0% |
| (Missing) | 321991 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 75211 | |
| or | 75211 | |
| unspecified | 75211 | |
| yes | 3923 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 229556 | |
| o | 150422 | |
| n | 150422 | |
| 150422 | ||
| i | 150422 | |
| s | 79134 | 5.5% |
| N | 75211 | 5.2% |
| r | 75211 | 5.2% |
| U | 75211 | 5.2% |
| p | 75211 | 5.2% |
| Other values (4) | 229556 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1440778 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 229556 | |
| o | 150422 | |
| n | 150422 | |
| 150422 | ||
| i | 150422 | |
| s | 79134 | 5.5% |
| N | 75211 | 5.2% |
| r | 75211 | 5.2% |
| U | 75211 | 5.2% |
| p | 75211 | 5.2% |
| Other values (4) | 229556 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1440778 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 229556 | |
| o | 150422 | |
| n | 150422 | |
| 150422 | ||
| i | 150422 | |
| s | 79134 | 5.5% |
| N | 75211 | 5.2% |
| r | 75211 | 5.2% |
| U | 75211 | 5.2% |
| p | 75211 | 5.2% |
| Other values (4) | 229556 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1440778 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 229556 | |
| o | 150422 | |
| n | 150422 | |
| 150422 | ||
| i | 150422 | |
| s | 79134 | 5.5% |
| N | 75211 | 5.2% |
| r | 75211 | 5.2% |
| U | 75211 | 5.2% |
| p | 75211 | 5.2% |
| Other values (4) | 229556 |
Blade_Extension
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 375906 |
| Missing (%) | 93.7% |
| Memory size | 21.9 MiB |
| None or Unspecified | |
|---|---|
| Yes | 527 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.665649 |
| Min length | 3 |
Characters and Unicode
| Total characters | 470729 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Yes |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | None or Unspecified |
| 4th row | None or Unspecified |
| 5th row | None or Unspecified |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 24692 | 6.2% |
| Yes | 527 | 0.1% |
| (Missing) | 375906 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 24692 | |
| or | 24692 | |
| unspecified | 24692 | |
| yes | 527 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 74603 | |
| o | 49384 | |
| n | 49384 | |
| 49384 | ||
| i | 49384 | |
| s | 25219 | 5.4% |
| N | 24692 | 5.2% |
| r | 24692 | 5.2% |
| U | 24692 | 5.2% |
| p | 24692 | 5.2% |
| Other values (4) | 74603 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 470729 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 74603 | |
| o | 49384 | |
| n | 49384 | |
| 49384 | ||
| i | 49384 | |
| s | 25219 | 5.4% |
| N | 24692 | 5.2% |
| r | 24692 | 5.2% |
| U | 24692 | 5.2% |
| p | 24692 | 5.2% |
| Other values (4) | 74603 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 470729 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 74603 | |
| o | 49384 | |
| n | 49384 | |
| 49384 | ||
| i | 49384 | |
| s | 25219 | 5.4% |
| N | 24692 | 5.2% |
| r | 24692 | 5.2% |
| U | 24692 | 5.2% |
| p | 24692 | 5.2% |
| Other values (4) | 74603 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 470729 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 74603 | |
| o | 49384 | |
| n | 49384 | |
| 49384 | ||
| i | 49384 | |
| s | 25219 | 5.4% |
| N | 24692 | 5.2% |
| r | 24692 | 5.2% |
| U | 24692 | 5.2% |
| p | 24692 | 5.2% |
| Other values (4) | 74603 |
Blade_Width
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 375906 |
| Missing (%) | 93.7% |
| Memory size | 21.7 MiB |
| 14' | |
|---|---|
| None or Unspecified | |
| 12' | |
| 16' | 933 |
| 13' | 329 |
Length
| Max length | 19 |
|---|---|
| Median length | 3 |
| Mean length | 8.8931361 |
| Min length | 3 |
Characters and Unicode
| Total characters | 224276 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | 12' |
| 4th row | 14' |
| 5th row | 14' |
Common Values
| Value | Count | Frequency (%) |
| 14' | 9615 | 2.4% |
| None or Unspecified | 9283 | 2.3% |
| 12' | 4968 | 1.2% |
| 16' | 933 | 0.2% |
| 13' | 329 | 0.1% |
| <12' | 91 | < 0.1% |
| (Missing) | 375906 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 14 | 9615 | |
| none | 9283 | |
| or | 9283 | |
| unspecified | 9283 | |
| 12 | 5059 | |
| 16 | 933 | 2.1% |
| 13 | 329 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 27849 | |
| o | 18566 | 8.3% |
| n | 18566 | 8.3% |
| 18566 | 8.3% | |
| i | 18566 | 8.3% |
| 1 | 15936 | 7.1% |
| ' | 15936 | 7.1% |
| 4 | 9615 | 4.3% |
| c | 9283 | 4.1% |
| d | 9283 | 4.1% |
| Other values (10) | 62110 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 224276 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 27849 | |
| o | 18566 | 8.3% |
| n | 18566 | 8.3% |
| 18566 | 8.3% | |
| i | 18566 | 8.3% |
| 1 | 15936 | 7.1% |
| ' | 15936 | 7.1% |
| 4 | 9615 | 4.3% |
| c | 9283 | 4.1% |
| d | 9283 | 4.1% |
| Other values (10) | 62110 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 224276 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 27849 | |
| o | 18566 | 8.3% |
| n | 18566 | 8.3% |
| 18566 | 8.3% | |
| i | 18566 | 8.3% |
| 1 | 15936 | 7.1% |
| ' | 15936 | 7.1% |
| 4 | 9615 | 4.3% |
| c | 9283 | 4.1% |
| d | 9283 | 4.1% |
| Other values (10) | 62110 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 224276 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 27849 | |
| o | 18566 | 8.3% |
| n | 18566 | 8.3% |
| 18566 | 8.3% | |
| i | 18566 | 8.3% |
| 1 | 15936 | 7.1% |
| ' | 15936 | 7.1% |
| 4 | 9615 | 4.3% |
| c | 9283 | 4.1% |
| d | 9283 | 4.1% |
| Other values (10) | 62110 |
Enclosure_Type
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 375906 |
| Missing (%) | 93.7% |
| Memory size | 21.9 MiB |
| None or Unspecified | |
|---|---|
| Low Profile | |
| High Profile | 786 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 17.985606 |
| Min length | 11 |
Characters and Unicode
| Total characters | 453579 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | None or Unspecified |
| 4th row | None or Unspecified |
| 5th row | Low Profile |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 21923 | 5.5% |
| Low Profile | 2510 | 0.6% |
| High Profile | 786 | 0.2% |
| (Missing) | 375906 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 21923 | |
| or | 21923 | |
| unspecified | 21923 | |
| profile | 3296 | 4.6% |
| low | 2510 | 3.5% |
| high | 786 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 69065 | |
| o | 49652 | |
| i | 47928 | |
| 47142 | ||
| n | 43846 | |
| r | 25219 | 5.6% |
| f | 25219 | 5.6% |
| c | 21923 | 4.8% |
| d | 21923 | 4.8% |
| N | 21923 | 4.8% |
| Other values (10) | 79739 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 453579 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 69065 | |
| o | 49652 | |
| i | 47928 | |
| 47142 | ||
| n | 43846 | |
| r | 25219 | 5.6% |
| f | 25219 | 5.6% |
| c | 21923 | 4.8% |
| d | 21923 | 4.8% |
| N | 21923 | 4.8% |
| Other values (10) | 79739 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 453579 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 69065 | |
| o | 49652 | |
| i | 47928 | |
| 47142 | ||
| n | 43846 | |
| r | 25219 | 5.6% |
| f | 25219 | 5.6% |
| c | 21923 | 4.8% |
| d | 21923 | 4.8% |
| N | 21923 | 4.8% |
| Other values (10) | 79739 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 453579 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 69065 | |
| o | 49652 | |
| i | 47928 | |
| 47142 | ||
| n | 43846 | |
| r | 25219 | 5.6% |
| f | 25219 | 5.6% |
| c | 21923 | 4.8% |
| d | 21923 | 4.8% |
| N | 21923 | 4.8% |
| Other values (10) | 79739 |
Engine_Horsepower
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 375906 |
| Missing (%) | 93.7% |
| Memory size | 21.5 MiB |
| No | |
|---|---|
| Variable | 1282 |
Length
| Max length | 8 |
|---|---|
| Median length | 2 |
| Mean length | 2.3050081 |
| Min length | 2 |
Characters and Unicode
| Total characters | 58130 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | No |
| 3rd row | No |
| 4th row | No |
| 5th row | Variable |
Common Values
| Value | Count | Frequency (%) |
| No | 23937 | 6.0% |
| Variable | 1282 | 0.3% |
| (Missing) | 375906 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 23937 | |
| variable | 1282 | 5.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 23937 | |
| o | 23937 | |
| a | 2564 | 4.4% |
| V | 1282 | 2.2% |
| r | 1282 | 2.2% |
| i | 1282 | 2.2% |
| b | 1282 | 2.2% |
| l | 1282 | 2.2% |
| e | 1282 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 58130 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 23937 | |
| o | 23937 | |
| a | 2564 | 4.4% |
| V | 1282 | 2.2% |
| r | 1282 | 2.2% |
| i | 1282 | 2.2% |
| b | 1282 | 2.2% |
| l | 1282 | 2.2% |
| e | 1282 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 58130 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 23937 | |
| o | 23937 | |
| a | 2564 | 4.4% |
| V | 1282 | 2.2% |
| r | 1282 | 2.2% |
| i | 1282 | 2.2% |
| b | 1282 | 2.2% |
| l | 1282 | 2.2% |
| e | 1282 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 58130 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 23937 | |
| o | 23937 | |
| a | 2564 | 4.4% |
| V | 1282 | 2.2% |
| r | 1282 | 2.2% |
| i | 1282 | 2.2% |
| b | 1282 | 2.2% |
| l | 1282 | 2.2% |
| e | 1282 | 2.2% |
Hydraulics
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 80555 |
| Missing (%) | 20.1% |
| Memory size | 24.3 MiB |
| 2 Valve | |
|---|---|
| Standard | |
| Auxiliary | |
| Base + 1 Function | |
| 3 Valve | 5622 |
| Other values (7) | 3614 |
Length
| Max length | 19 |
|---|---|
| Median length | 17 |
| Mean length | 8.3730449 |
| Min length | 7 |
Characters and Unicode
| Total characters | 2684147 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 Valve |
|---|---|
| 2nd row | 2 Valve |
| 3rd row | Auxiliary |
| 4th row | 2 Valve |
| 5th row | Auxiliary |
Common Values
| Value | Count | Frequency (%) |
| 2 Valve | 141404 | |
| Standard | 104423 | |
| Auxiliary | 40737 | 10.2% |
| Base + 1 Function | 24770 | 6.2% |
| 3 Valve | 5622 | 1.4% |
| 4 Valve | 2960 | 0.7% |
| Base + 3 Function | 299 | 0.1% |
| Base + 2 Function | 127 | < 0.1% |
| Base + 5 Function | 89 | < 0.1% |
| Base + 4 Function | 76 | < 0.1% |
| Other values (2) | 63 | < 0.1% |
| (Missing) | 80555 |
Length
| Value | Count | Frequency (%) |
| valve | 149986 | |
| 2 | 141531 | |
| standard | 104423 | |
| auxiliary | 40737 | 7.4% |
| base | 25414 | 4.6% |
| 25414 | 4.6% | |
| function | 25414 | 4.6% |
| 1 | 24770 | 4.5% |
| 3 | 5921 | 1.1% |
| 4 | 3036 | 0.6% |
| Other values (5) | 172 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 424983 | |
| 226248 | 8.4% | |
| d | 208856 | 7.8% |
| l | 190723 | 7.1% |
| e | 175430 | 6.5% |
| n | 155271 | 5.8% |
| V | 149986 | 5.6% |
| v | 149986 | 5.6% |
| r | 145170 | 5.4% |
| 2 | 141531 | 5.3% |
| Other values (22) | 715963 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2684147 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 424983 | |
| 226248 | 8.4% | |
| d | 208856 | 7.8% |
| l | 190723 | 7.1% |
| e | 175430 | 6.5% |
| n | 155271 | 5.8% |
| V | 149986 | 5.6% |
| v | 149986 | 5.6% |
| r | 145170 | 5.4% |
| 2 | 141531 | 5.3% |
| Other values (22) | 715963 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2684147 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 424983 | |
| 226248 | 8.4% | |
| d | 208856 | 7.8% |
| l | 190723 | 7.1% |
| e | 175430 | 6.5% |
| n | 155271 | 5.8% |
| V | 149986 | 5.6% |
| v | 149986 | 5.6% |
| r | 145170 | 5.4% |
| 2 | 141531 | 5.3% |
| Other values (22) | 715963 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2684147 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 424983 | |
| 226248 | 8.4% | |
| d | 208856 | 7.8% |
| l | 190723 | 7.1% |
| e | 175430 | 6.5% |
| n | 155271 | 5.8% |
| V | 149986 | 5.6% |
| v | 149986 | 5.6% |
| r | 145170 | 5.4% |
| 2 | 141531 | 5.3% |
| Other values (22) | 715963 |
Pushblock
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 375906 |
| Missing (%) | 93.7% |
| Memory size | 21.8 MiB |
| None or Unspecified | |
|---|---|
| Yes |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 15.34815 |
| Min length | 3 |
Characters and Unicode
| Total characters | 387065 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | Yes |
| 4th row | None or Unspecified |
| 5th row | Yes |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 19463 | 4.9% |
| Yes | 5756 | 1.4% |
| (Missing) | 375906 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 19463 | |
| or | 19463 | |
| unspecified | 19463 | |
| yes | 5756 | 9.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 64145 | |
| o | 38926 | |
| n | 38926 | |
| 38926 | ||
| i | 38926 | |
| s | 25219 | 6.5% |
| N | 19463 | 5.0% |
| r | 19463 | 5.0% |
| U | 19463 | 5.0% |
| p | 19463 | 5.0% |
| Other values (4) | 64145 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 387065 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 64145 | |
| o | 38926 | |
| n | 38926 | |
| 38926 | ||
| i | 38926 | |
| s | 25219 | 6.5% |
| N | 19463 | 5.0% |
| r | 19463 | 5.0% |
| U | 19463 | 5.0% |
| p | 19463 | 5.0% |
| Other values (4) | 64145 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 387065 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 64145 | |
| o | 38926 | |
| n | 38926 | |
| 38926 | ||
| i | 38926 | |
| s | 25219 | 6.5% |
| N | 19463 | 5.0% |
| r | 19463 | 5.0% |
| U | 19463 | 5.0% |
| p | 19463 | 5.0% |
| Other values (4) | 64145 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 387065 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 64145 | |
| o | 38926 | |
| n | 38926 | |
| 38926 | ||
| i | 38926 | |
| s | 25219 | 6.5% |
| N | 19463 | 5.0% |
| r | 19463 | 5.0% |
| U | 19463 | 5.0% |
| p | 19463 | 5.0% |
| Other values (4) | 64145 |
Ripper
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 296988 |
| Missing (%) | 74.0% |
| Memory size | 23.2 MiB |
| None or Unspecified | |
|---|---|
| Yes | 7902 |
| Multi Shank | 7633 |
| Single Shank | 5150 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 16.853347 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1755057 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | None or Unspecified |
| 4th row | None or Unspecified |
| 5th row | None or Unspecified |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 83452 | 20.8% |
| Yes | 7902 | 2.0% |
| Multi Shank | 7633 | 1.9% |
| Single Shank | 5150 | 1.3% |
| (Missing) | 296988 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 83452 | |
| or | 83452 | |
| unspecified | 83452 | |
| shank | 12783 | 4.5% |
| yes | 7902 | 2.8% |
| multi | 7633 | 2.7% |
| single | 5150 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 263408 | |
| n | 184837 | |
| 179687 | ||
| i | 179687 | |
| o | 166904 | |
| s | 91354 | 5.2% |
| N | 83452 | 4.8% |
| c | 83452 | 4.8% |
| d | 83452 | 4.8% |
| f | 83452 | 4.8% |
| Other values (13) | 355372 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1755057 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 263408 | |
| n | 184837 | |
| 179687 | ||
| i | 179687 | |
| o | 166904 | |
| s | 91354 | 5.2% |
| N | 83452 | 4.8% |
| c | 83452 | 4.8% |
| d | 83452 | 4.8% |
| f | 83452 | 4.8% |
| Other values (13) | 355372 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1755057 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 263408 | |
| n | 184837 | |
| 179687 | ||
| i | 179687 | |
| o | 166904 | |
| s | 91354 | 5.2% |
| N | 83452 | 4.8% |
| c | 83452 | 4.8% |
| d | 83452 | 4.8% |
| f | 83452 | 4.8% |
| Other values (13) | 355372 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1755057 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 263408 | |
| n | 184837 | |
| 179687 | ||
| i | 179687 | |
| o | 166904 | |
| s | 91354 | 5.2% |
| N | 83452 | 4.8% |
| c | 83452 | 4.8% |
| d | 83452 | 4.8% |
| f | 83452 | 4.8% |
| Other values (13) | 355372 |
Scarifier
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 375895 |
| Missing (%) | 93.7% |
| Memory size | 21.7 MiB |
| None or Unspecified | |
|---|---|
| Yes |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 11.065953 |
| Min length | 3 |
Characters and Unicode
| Total characters | 279194 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Yes |
|---|---|
| 2nd row | Yes |
| 3rd row | Yes |
| 4th row | Yes |
| 5th row | None or Unspecified |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 12719 | 3.2% |
| Yes | 12511 | 3.1% |
| (Missing) | 375895 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 12719 | |
| or | 12719 | |
| unspecified | 12719 | |
| yes | 12511 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 50668 | |
| o | 25438 | |
| n | 25438 | |
| 25438 | ||
| i | 25438 | |
| s | 25230 | |
| N | 12719 | 4.6% |
| r | 12719 | 4.6% |
| U | 12719 | 4.6% |
| p | 12719 | 4.6% |
| Other values (4) | 50668 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 279194 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 50668 | |
| o | 25438 | |
| n | 25438 | |
| 25438 | ||
| i | 25438 | |
| s | 25230 | |
| N | 12719 | 4.6% |
| r | 12719 | 4.6% |
| U | 12719 | 4.6% |
| p | 12719 | 4.6% |
| Other values (4) | 50668 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 279194 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 50668 | |
| o | 25438 | |
| n | 25438 | |
| 25438 | ||
| i | 25438 | |
| s | 25230 | |
| N | 12719 | 4.6% |
| r | 12719 | 4.6% |
| U | 12719 | 4.6% |
| p | 12719 | 4.6% |
| Other values (4) | 50668 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 279194 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 50668 | |
| o | 25438 | |
| n | 25438 | |
| 25438 | ||
| i | 25438 | |
| s | 25230 | |
| N | 12719 | 4.6% |
| r | 12719 | 4.6% |
| U | 12719 | 4.6% |
| p | 12719 | 4.6% |
| Other values (4) | 50668 |
Tip_Control
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 375906 |
| Missing (%) | 93.7% |
| Memory size | 21.8 MiB |
| None or Unspecified | |
|---|---|
| Sideshift & Tip | |
| Tip |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 16.646536 |
| Min length | 3 |
Characters and Unicode
| Total characters | 419809 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sideshift & Tip |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | None or Unspecified |
| 4th row | None or Unspecified |
| 5th row | None or Unspecified |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 16207 | 4.0% |
| Sideshift & Tip | 7070 | 1.8% |
| Tip | 1942 | 0.5% |
| (Missing) | 375906 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 16207 | |
| or | 16207 | |
| unspecified | 16207 | |
| tip | 9012 | |
| sideshift | 7070 | |
| 7070 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 55691 | |
| i | 55566 | |
| 46554 | ||
| n | 32414 | 7.7% |
| o | 32414 | 7.7% |
| p | 25219 | 6.0% |
| d | 23277 | 5.5% |
| f | 23277 | 5.5% |
| s | 23277 | 5.5% |
| N | 16207 | 3.9% |
| Other values (8) | 85913 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 419809 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 55691 | |
| i | 55566 | |
| 46554 | ||
| n | 32414 | 7.7% |
| o | 32414 | 7.7% |
| p | 25219 | 6.0% |
| d | 23277 | 5.5% |
| f | 23277 | 5.5% |
| s | 23277 | 5.5% |
| N | 16207 | 3.9% |
| Other values (8) | 85913 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 419809 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 55691 | |
| i | 55566 | |
| 46554 | ||
| n | 32414 | 7.7% |
| o | 32414 | 7.7% |
| p | 25219 | 6.0% |
| d | 23277 | 5.5% |
| f | 23277 | 5.5% |
| s | 23277 | 5.5% |
| N | 16207 | 3.9% |
| Other values (8) | 85913 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 419809 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 55691 | |
| i | 55566 | |
| 46554 | ||
| n | 32414 | 7.7% |
| o | 32414 | 7.7% |
| p | 25219 | 6.0% |
| d | 23277 | 5.5% |
| f | 23277 | 5.5% |
| s | 23277 | 5.5% |
| N | 16207 | 3.9% |
| Other values (8) | 85913 |
Tire_Size
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 306407 |
| Missing (%) | 76.4% |
| Memory size | 22.5 MiB |
| None or Unspecified | |
|---|---|
| 20.5 | |
| 14" | |
| 23.5 | |
| 26.5 | 4482 |
| Other values (12) |
Length
| Max length | 19 |
|---|---|
| Median length | 7 |
| Mean length | 11.272081 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1067669 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | 23.5 |
| 3rd row | None or Unspecified |
| 4th row | 13" |
| 5th row | 26.5 |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 46339 | 11.6% |
| 20.5 | 15242 | 3.8% |
| 14" | 8813 | 2.2% |
| 23.5 | 8480 | 2.1% |
| 26.5 | 4482 | 1.1% |
| 17.5 | 3932 | 1.0% |
| 29.5 | 2704 | 0.7% |
| 17.5" | 1793 | 0.4% |
| 13" | 766 | 0.2% |
| 20.5" | 718 | 0.2% |
| Other values (7) | 1449 | 0.4% |
| (Missing) | 306407 |
Length
| Value | Count | Frequency (%) |
| none | 46339 | |
| or | 46339 | |
| unspecified | 46339 | |
| 20.5 | 15960 | 8.5% |
| 14 | 8813 | 4.7% |
| 23.5 | 8782 | 4.7% |
| 17.5 | 5725 | 3.1% |
| 26.5 | 4482 | 2.4% |
| 29.5 | 2704 | 1.4% |
| 15.5 | 1064 | 0.6% |
| Other values (5) | 852 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 139017 | |
| n | 92681 | 8.7% |
| 92681 | 8.7% | |
| i | 92681 | 8.7% |
| o | 92678 | 8.7% |
| c | 46342 | 4.3% |
| N | 46339 | 4.3% |
| f | 46339 | 4.3% |
| d | 46339 | 4.3% |
| p | 46339 | 4.3% |
| Other values (15) | 326233 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1067669 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 139017 | |
| n | 92681 | 8.7% |
| 92681 | 8.7% | |
| i | 92681 | 8.7% |
| o | 92678 | 8.7% |
| c | 46342 | 4.3% |
| N | 46339 | 4.3% |
| f | 46339 | 4.3% |
| d | 46339 | 4.3% |
| p | 46339 | 4.3% |
| Other values (15) | 326233 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1067669 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 139017 | |
| n | 92681 | 8.7% |
| 92681 | 8.7% | |
| i | 92681 | 8.7% |
| o | 92678 | 8.7% |
| c | 46342 | 4.3% |
| N | 46339 | 4.3% |
| f | 46339 | 4.3% |
| d | 46339 | 4.3% |
| p | 46339 | 4.3% |
| Other values (15) | 326233 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1067669 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 139017 | |
| n | 92681 | 8.7% |
| 92681 | 8.7% | |
| i | 92681 | 8.7% |
| o | 92678 | 8.7% |
| c | 46342 | 4.3% |
| N | 46339 | 4.3% |
| f | 46339 | 4.3% |
| d | 46339 | 4.3% |
| p | 46339 | 4.3% |
| Other values (15) | 326233 |
Coupler
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 187173 |
| Missing (%) | 46.7% |
| Memory size | 25.2 MiB |
| None or Unspecified | |
|---|---|
| Manual | |
| Hydraulic | 6069 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 17.300539 |
| Min length | 6 |
Characters and Unicode
| Total characters | 3701485 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | None or Unspecified |
| 4th row | None or Unspecified |
| 5th row | None or Unspecified |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 184582 | |
| Manual | 23301 | 5.8% |
| Hydraulic | 6069 | 1.5% |
| (Missing) | 187173 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 184582 | |
| or | 184582 | |
| unspecified | 184582 | |
| manual | 23301 | 4.0% |
| hydraulic | 6069 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 553746 | |
| n | 392465 | |
| i | 375233 | |
| o | 369164 | |
| 369164 | ||
| c | 190651 | 5.2% |
| r | 190651 | 5.2% |
| d | 190651 | 5.2% |
| f | 184582 | 5.0% |
| N | 184582 | 5.0% |
| Other values (9) | 700596 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3701485 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 553746 | |
| n | 392465 | |
| i | 375233 | |
| o | 369164 | |
| 369164 | ||
| c | 190651 | 5.2% |
| r | 190651 | 5.2% |
| d | 190651 | 5.2% |
| f | 184582 | 5.0% |
| N | 184582 | 5.0% |
| Other values (9) | 700596 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3701485 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 553746 | |
| n | 392465 | |
| i | 375233 | |
| o | 369164 | |
| 369164 | ||
| c | 190651 | 5.2% |
| r | 190651 | 5.2% |
| d | 190651 | 5.2% |
| f | 184582 | 5.0% |
| N | 184582 | 5.0% |
| Other values (9) | 700596 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3701485 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 553746 | |
| n | 392465 | |
| i | 375233 | |
| o | 369164 | |
| 369164 | ||
| c | 190651 | 5.2% |
| r | 190651 | 5.2% |
| d | 190651 | 5.2% |
| f | 184582 | 5.0% |
| N | 184582 | 5.0% |
| Other values (9) | 700596 |
Coupler_System
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 357667 |
| Missing (%) | 89.2% |
| Memory size | 22.2 MiB |
| None or Unspecified | |
|---|---|
| Yes | 3028 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 17.885176 |
| Min length | 3 |
Characters and Unicode
| Total characters | 777254 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | None or Unspecified |
| 4th row | None or Unspecified |
| 5th row | None or Unspecified |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 40430 | 10.1% |
| Yes | 3028 | 0.8% |
| (Missing) | 357667 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 40430 | |
| or | 40430 | |
| unspecified | 40430 | |
| yes | 3028 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 124318 | |
| o | 80860 | |
| n | 80860 | |
| 80860 | ||
| i | 80860 | |
| s | 43458 | 5.6% |
| N | 40430 | 5.2% |
| r | 40430 | 5.2% |
| U | 40430 | 5.2% |
| p | 40430 | 5.2% |
| Other values (4) | 124318 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 777254 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 124318 | |
| o | 80860 | |
| n | 80860 | |
| 80860 | ||
| i | 80860 | |
| s | 43458 | 5.6% |
| N | 40430 | 5.2% |
| r | 40430 | 5.2% |
| U | 40430 | 5.2% |
| p | 40430 | 5.2% |
| Other values (4) | 124318 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 777254 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 124318 | |
| o | 80860 | |
| n | 80860 | |
| 80860 | ||
| i | 80860 | |
| s | 43458 | 5.6% |
| N | 40430 | 5.2% |
| r | 40430 | 5.2% |
| U | 40430 | 5.2% |
| p | 40430 | 5.2% |
| Other values (4) | 124318 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 777254 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 124318 | |
| o | 80860 | |
| n | 80860 | |
| 80860 | ||
| i | 80860 | |
| s | 43458 | 5.6% |
| N | 40430 | 5.2% |
| r | 40430 | 5.2% |
| U | 40430 | 5.2% |
| p | 40430 | 5.2% |
| Other values (4) | 124318 |
Grouser_Tracks
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 357763 |
| Missing (%) | 89.2% |
| Memory size | 22.2 MiB |
| None or Unspecified | |
|---|---|
| Yes | 2847 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 17.949495 |
| Min length | 3 |
Characters and Unicode
| Total characters | 778326 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | None or Unspecified |
| 4th row | Yes |
| 5th row | Yes |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 40515 | 10.1% |
| Yes | 2847 | 0.7% |
| (Missing) | 357763 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 40515 | |
| or | 40515 | |
| unspecified | 40515 | |
| yes | 2847 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 124392 | |
| o | 81030 | |
| n | 81030 | |
| 81030 | ||
| i | 81030 | |
| s | 43362 | 5.6% |
| N | 40515 | 5.2% |
| r | 40515 | 5.2% |
| U | 40515 | 5.2% |
| p | 40515 | 5.2% |
| Other values (4) | 124392 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 778326 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 124392 | |
| o | 81030 | |
| n | 81030 | |
| 81030 | ||
| i | 81030 | |
| s | 43362 | 5.6% |
| N | 40515 | 5.2% |
| r | 40515 | 5.2% |
| U | 40515 | 5.2% |
| p | 40515 | 5.2% |
| Other values (4) | 124392 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 778326 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 124392 | |
| o | 81030 | |
| n | 81030 | |
| 81030 | ||
| i | 81030 | |
| s | 43362 | 5.6% |
| N | 40515 | 5.2% |
| r | 40515 | 5.2% |
| U | 40515 | 5.2% |
| p | 40515 | 5.2% |
| Other values (4) | 124392 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 778326 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 124392 | |
| o | 81030 | |
| n | 81030 | |
| 81030 | ||
| i | 81030 | |
| s | 43362 | 5.6% |
| N | 40515 | 5.2% |
| r | 40515 | 5.2% |
| U | 40515 | 5.2% |
| p | 40515 | 5.2% |
| Other values (4) | 124392 |
Hydraulics_Flow
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 357763 |
| Missing (%) | 89.2% |
| Memory size | 21.8 MiB |
| Standard | |
|---|---|
| High Flow | 553 |
| None or Unspecified | 25 |
Length
| Max length | 19 |
|---|---|
| Median length | 8 |
| Mean length | 8.0190951 |
| Min length | 8 |
Characters and Unicode
| Total characters | 347724 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Standard |
|---|---|
| 2nd row | Standard |
| 3rd row | Standard |
| 4th row | Standard |
| 5th row | Standard |
Common Values
| Value | Count | Frequency (%) |
| Standard | 42784 | 10.7% |
| High Flow | 553 | 0.1% |
| None or Unspecified | 25 | < 0.1% |
| (Missing) | 357763 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| standard | 42784 | |
| high | 553 | 1.3% |
| flow | 553 | 1.3% |
| none | 25 | 0.1% |
| or | 25 | 0.1% |
| unspecified | 25 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 85593 | |
| a | 85568 | |
| n | 42834 | |
| r | 42809 | |
| S | 42784 | |
| t | 42784 | |
| i | 603 | 0.2% |
| o | 603 | 0.2% |
| 603 | 0.2% | |
| w | 553 | 0.2% |
| Other values (12) | 2990 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 347724 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 85593 | |
| a | 85568 | |
| n | 42834 | |
| r | 42809 | |
| S | 42784 | |
| t | 42784 | |
| i | 603 | 0.2% |
| o | 603 | 0.2% |
| 603 | 0.2% | |
| w | 553 | 0.2% |
| Other values (12) | 2990 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 347724 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 85593 | |
| a | 85568 | |
| n | 42834 | |
| r | 42809 | |
| S | 42784 | |
| t | 42784 | |
| i | 603 | 0.2% |
| o | 603 | 0.2% |
| 603 | 0.2% | |
| w | 553 | 0.2% |
| Other values (12) | 2990 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 347724 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 85593 | |
| a | 85568 | |
| n | 42834 | |
| r | 42809 | |
| S | 42784 | |
| t | 42784 | |
| i | 603 | 0.2% |
| o | 603 | 0.2% |
| 603 | 0.2% | |
| w | 553 | 0.2% |
| Other values (12) | 2990 | 0.9% |
Track_Type
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 301972 |
| Missing (%) | 75.3% |
| Memory size | 22.0 MiB |
| Steel | |
|---|---|
| Rubber |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.1439493 |
| Min length | 5 |
Characters and Unicode
| Total characters | 510038 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Steel |
|---|---|
| 2nd row | Rubber |
| 3rd row | Steel |
| 4th row | Rubber |
| 5th row | Steel |
Common Values
| Value | Count | Frequency (%) |
| Steel | 84880 | 21.2% |
| Rubber | 14273 | 3.6% |
| (Missing) | 301972 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| steel | 84880 | |
| rubber | 14273 | 14.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 184033 | |
| S | 84880 | |
| t | 84880 | |
| l | 84880 | |
| b | 28546 | 5.6% |
| R | 14273 | 2.8% |
| u | 14273 | 2.8% |
| r | 14273 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 510038 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 184033 | |
| S | 84880 | |
| t | 84880 | |
| l | 84880 | |
| b | 28546 | 5.6% |
| R | 14273 | 2.8% |
| u | 14273 | 2.8% |
| r | 14273 | 2.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 510038 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 184033 | |
| S | 84880 | |
| t | 84880 | |
| l | 84880 | |
| b | 28546 | 5.6% |
| R | 14273 | 2.8% |
| u | 14273 | 2.8% |
| r | 14273 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 510038 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 184033 | |
| S | 84880 | |
| t | 84880 | |
| l | 84880 | |
| b | 28546 | 5.6% |
| R | 14273 | 2.8% |
| u | 14273 | 2.8% |
| r | 14273 | 2.8% |
Undercarriage_Pad_Width
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 301253 |
| Missing (%) | 75.1% |
| Memory size | 23.1 MiB |
| None or Unspecified | |
|---|---|
| 32 inch | 5213 |
| 28 inch | 3114 |
| 24 inch | 2962 |
| 20 inch | 2652 |
| Other values (14) | 6280 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 16.57041 |
| Min length | 7 |
Characters and Unicode
| Total characters | 1654920 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | None or Unspecified |
| 4th row | None or Unspecified |
| 5th row | 16 inch |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 79651 | 19.9% |
| 32 inch | 5213 | 1.3% |
| 28 inch | 3114 | 0.8% |
| 24 inch | 2962 | 0.7% |
| 20 inch | 2652 | 0.7% |
| 30 inch | 1592 | 0.4% |
| 36 inch | 1519 | 0.4% |
| 18 inch | 1429 | 0.4% |
| 34 inch | 531 | 0.1% |
| 16 inch | 460 | 0.1% |
| Other values (9) | 749 | 0.2% |
| (Missing) | 301253 |
Length
| Value | Count | Frequency (%) |
| none | 79651 | |
| or | 79651 | |
| unspecified | 79651 | |
| inch | 20221 | 7.2% |
| 32 | 5213 | 1.9% |
| 28 | 3114 | 1.1% |
| 24 | 2962 | 1.1% |
| 20 | 2652 | 0.9% |
| 30 | 1592 | 0.6% |
| 36 | 1519 | 0.5% |
| Other values (12) | 3169 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 238953 | |
| n | 179523 | |
| 179523 | ||
| i | 179523 | |
| o | 159302 | |
| c | 99872 | 6.0% |
| N | 79651 | 4.8% |
| f | 79651 | 4.8% |
| d | 79651 | 4.8% |
| p | 79651 | 4.8% |
| Other values (14) | 299620 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1654920 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 238953 | |
| n | 179523 | |
| 179523 | ||
| i | 179523 | |
| o | 159302 | |
| c | 99872 | 6.0% |
| N | 79651 | 4.8% |
| f | 79651 | 4.8% |
| d | 79651 | 4.8% |
| p | 79651 | 4.8% |
| Other values (14) | 299620 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1654920 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 238953 | |
| n | 179523 | |
| 179523 | ||
| i | 179523 | |
| o | 159302 | |
| c | 99872 | 6.0% |
| N | 79651 | 4.8% |
| f | 79651 | 4.8% |
| d | 79651 | 4.8% |
| p | 79651 | 4.8% |
| Other values (14) | 299620 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1654920 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 238953 | |
| n | 179523 | |
| 179523 | ||
| i | 179523 | |
| o | 159302 | |
| c | 99872 | 6.0% |
| N | 79651 | 4.8% |
| f | 79651 | 4.8% |
| d | 79651 | 4.8% |
| p | 79651 | 4.8% |
| Other values (14) | 299620 |
Stick_Length
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 29 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 301907 |
| Missing (%) | 75.3% |
| Memory size | 23.1 MiB |
| None or Unspecified | |
|---|---|
| 9' 6" | 5765 |
| 10' 6" | 3456 |
| 11' 0" | 1577 |
| 9' 10" | 1439 |
| Other values (24) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 16.23912 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1611213 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | 11' 0" |
| 4th row | None or Unspecified |
| 5th row | None or Unspecified |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 78820 | 19.6% |
| 9' 6" | 5765 | 1.4% |
| 10' 6" | 3456 | 0.9% |
| 11' 0" | 1577 | 0.4% |
| 9' 10" | 1439 | 0.4% |
| 9' 8" | 1434 | 0.4% |
| 9' 7" | 1401 | 0.3% |
| 12' 10" | 1066 | 0.3% |
| 10' 2" | 983 | 0.2% |
| 8' 6" | 901 | 0.2% |
| Other values (19) | 2376 | 0.6% |
| (Missing) | 301907 |
Length
| Value | Count | Frequency (%) |
| none | 78820 | |
| or | 78820 | |
| unspecified | 78820 | |
| 9 | 10232 | 3.7% |
| 6 | 10172 | 3.7% |
| 10 | 8163 | 2.9% |
| 8 | 3637 | 1.3% |
| 11 | 1876 | 0.7% |
| 2 | 1590 | 0.6% |
| 0 | 1577 | 0.6% |
| Other values (11) | 3549 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 236460 | |
| 178038 | ||
| n | 157640 | |
| o | 157640 | |
| i | 157640 | |
| N | 78820 | 4.9% |
| c | 78820 | 4.9% |
| f | 78820 | 4.9% |
| d | 78820 | 4.9% |
| p | 78820 | 4.9% |
| Other values (15) | 329695 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1611213 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 236460 | |
| 178038 | ||
| n | 157640 | |
| o | 157640 | |
| i | 157640 | |
| N | 78820 | 4.9% |
| c | 78820 | 4.9% |
| f | 78820 | 4.9% |
| d | 78820 | 4.9% |
| p | 78820 | 4.9% |
| Other values (15) | 329695 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1611213 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 236460 | |
| 178038 | ||
| n | 157640 | |
| o | 157640 | |
| i | 157640 | |
| N | 78820 | 4.9% |
| c | 78820 | 4.9% |
| f | 78820 | 4.9% |
| d | 78820 | 4.9% |
| p | 78820 | 4.9% |
| Other values (15) | 329695 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1611213 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 236460 | |
| 178038 | ||
| n | 157640 | |
| o | 157640 | |
| i | 157640 | |
| N | 78820 | 4.9% |
| c | 78820 | 4.9% |
| f | 78820 | 4.9% |
| d | 78820 | 4.9% |
| p | 78820 | 4.9% |
| Other values (15) | 329695 |
Thumb
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 301837 |
| Missing (%) | 75.2% |
| Memory size | 23.1 MiB |
| None or Unspecified | |
|---|---|
| Manual | |
| Hydraulic | 6837 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 17.086133 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1696448 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | None or Unspecified |
| 4th row | None or Unspecified |
| 5th row | None or Unspecified |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 83093 | 20.7% |
| Manual | 9358 | 2.3% |
| Hydraulic | 6837 | 1.7% |
| (Missing) | 301837 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 83093 | |
| or | 83093 | |
| unspecified | 83093 | |
| manual | 9358 | 3.5% |
| hydraulic | 6837 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 249279 | |
| n | 175544 | |
| i | 173023 | |
| o | 166186 | |
| 166186 | ||
| c | 89930 | 5.3% |
| r | 89930 | 5.3% |
| d | 89930 | 5.3% |
| f | 83093 | 4.9% |
| N | 83093 | 4.9% |
| Other values (9) | 330254 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1696448 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 249279 | |
| n | 175544 | |
| i | 173023 | |
| o | 166186 | |
| 166186 | ||
| c | 89930 | 5.3% |
| r | 89930 | 5.3% |
| d | 89930 | 5.3% |
| f | 83093 | 4.9% |
| N | 83093 | 4.9% |
| Other values (9) | 330254 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1696448 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 249279 | |
| n | 175544 | |
| i | 173023 | |
| o | 166186 | |
| 166186 | ||
| c | 89930 | 5.3% |
| r | 89930 | 5.3% |
| d | 89930 | 5.3% |
| f | 83093 | 4.9% |
| N | 83093 | 4.9% |
| Other values (9) | 330254 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1696448 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 249279 | |
| n | 175544 | |
| i | 173023 | |
| o | 166186 | |
| 166186 | ||
| c | 89930 | 5.3% |
| r | 89930 | 5.3% |
| d | 89930 | 5.3% |
| f | 83093 | 4.9% |
| N | 83093 | 4.9% |
| Other values (9) | 330254 |
Pattern_Changer
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 301907 |
| Missing (%) | 75.3% |
| Memory size | 23.2 MiB |
| None or Unspecified | |
|---|---|
| Yes | 8898 |
| No | 65 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 17.553962 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1741669 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | None or Unspecified |
| 4th row | None or Unspecified |
| 5th row | None or Unspecified |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 90255 | 22.5% |
| Yes | 8898 | 2.2% |
| No | 65 | < 0.1% |
| (Missing) | 301907 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 90255 | |
| or | 90255 | |
| unspecified | 90255 | |
| yes | 8898 | 3.2% |
| no | 65 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 279663 | |
| o | 180575 | |
| n | 180510 | |
| 180510 | ||
| i | 180510 | |
| s | 99153 | 5.7% |
| N | 90320 | 5.2% |
| r | 90255 | 5.2% |
| U | 90255 | 5.2% |
| p | 90255 | 5.2% |
| Other values (4) | 279663 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1741669 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 279663 | |
| o | 180575 | |
| n | 180510 | |
| 180510 | ||
| i | 180510 | |
| s | 99153 | 5.7% |
| N | 90320 | 5.2% |
| r | 90255 | 5.2% |
| U | 90255 | 5.2% |
| p | 90255 | 5.2% |
| Other values (4) | 279663 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1741669 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 279663 | |
| o | 180575 | |
| n | 180510 | |
| 180510 | ||
| i | 180510 | |
| s | 99153 | 5.7% |
| N | 90320 | 5.2% |
| r | 90255 | 5.2% |
| U | 90255 | 5.2% |
| p | 90255 | 5.2% |
| Other values (4) | 279663 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1741669 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 279663 | |
| o | 180575 | |
| n | 180510 | |
| 180510 | ||
| i | 180510 | |
| s | 99153 | 5.7% |
| N | 90320 | 5.2% |
| r | 90255 | 5.2% |
| U | 90255 | 5.2% |
| p | 90255 | 5.2% |
| Other values (4) | 279663 |
Grouser_Type
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 301972 |
| Missing (%) | 75.3% |
| Memory size | 22.1 MiB |
| Double | |
|---|---|
| Triple | |
| Single | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 594918 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Double |
|---|---|
| 2nd row | Double |
| 3rd row | Double |
| 4th row | Double |
| 5th row | Double |
Common Values
| Value | Count | Frequency (%) |
| Double | 84653 | 21.1% |
| Triple | 14498 | 3.6% |
| Single | 2 | < 0.1% |
| (Missing) | 301972 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| double | 84653 | |
| triple | 14498 | 14.6% |
| single | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 99153 | |
| e | 99153 | |
| D | 84653 | |
| o | 84653 | |
| u | 84653 | |
| b | 84653 | |
| i | 14500 | 2.4% |
| T | 14498 | 2.4% |
| r | 14498 | 2.4% |
| p | 14498 | 2.4% |
| Other values (3) | 6 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 594918 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 99153 | |
| e | 99153 | |
| D | 84653 | |
| o | 84653 | |
| u | 84653 | |
| b | 84653 | |
| i | 14500 | 2.4% |
| T | 14498 | 2.4% |
| r | 14498 | 2.4% |
| p | 14498 | 2.4% |
| Other values (3) | 6 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 594918 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 99153 | |
| e | 99153 | |
| D | 84653 | |
| o | 84653 | |
| u | 84653 | |
| b | 84653 | |
| i | 14500 | 2.4% |
| T | 14498 | 2.4% |
| r | 14498 | 2.4% |
| p | 14498 | 2.4% |
| Other values (3) | 6 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 594918 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 99153 | |
| e | 99153 | |
| D | 84653 | |
| o | 84653 | |
| u | 84653 | |
| b | 84653 | |
| i | 14500 | 2.4% |
| T | 14498 | 2.4% |
| r | 14498 | 2.4% |
| p | 14498 | 2.4% |
| Other values (3) | 6 | < 0.1% |
Backhoe_Mounting
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 322453 |
| Missing (%) | 80.4% |
| Memory size | 22.9 MiB |
| None or Unspecified | |
|---|---|
| Yes | 20 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.995932 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1494448 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | None or Unspecified |
| 4th row | None or Unspecified |
| 5th row | None or Unspecified |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 78652 | 19.6% |
| Yes | 20 | < 0.1% |
| (Missing) | 322453 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 78652 | |
| or | 78652 | |
| unspecified | 78652 | |
| yes | 20 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 235976 | |
| o | 157304 | |
| n | 157304 | |
| 157304 | ||
| i | 157304 | |
| s | 78672 | 5.3% |
| N | 78652 | 5.3% |
| r | 78652 | 5.3% |
| U | 78652 | 5.3% |
| p | 78652 | 5.3% |
| Other values (4) | 235976 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1494448 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 235976 | |
| o | 157304 | |
| n | 157304 | |
| 157304 | ||
| i | 157304 | |
| s | 78672 | 5.3% |
| N | 78652 | 5.3% |
| r | 78652 | 5.3% |
| U | 78652 | 5.3% |
| p | 78652 | 5.3% |
| Other values (4) | 235976 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1494448 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 235976 | |
| o | 157304 | |
| n | 157304 | |
| 157304 | ||
| i | 157304 | |
| s | 78672 | 5.3% |
| N | 78652 | 5.3% |
| r | 78652 | 5.3% |
| U | 78652 | 5.3% |
| p | 78652 | 5.3% |
| Other values (4) | 235976 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1494448 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 235976 | |
| o | 157304 | |
| n | 157304 | |
| 157304 | ||
| i | 157304 | |
| s | 78672 | 5.3% |
| N | 78652 | 5.3% |
| r | 78652 | 5.3% |
| U | 78652 | 5.3% |
| p | 78652 | 5.3% |
| Other values (4) | 235976 |
Blade_Type
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 321292 |
| Missing (%) | 80.1% |
| Memory size | 22.0 MiB |
| PAT | |
|---|---|
| Straight | |
| None or Unspecified | |
| Semi U | |
| VPAT | 3547 |
| Other values (5) |
Length
| Max length | 19 |
|---|---|
| Median length | 8 |
| Mean length | 6.4810417 |
| Min length | 1 |
Characters and Unicode
| Total characters | 517401 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PAT |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | None or Unspecified |
| 4th row | None or Unspecified |
| 5th row | None or Unspecified |
Common Values
| Value | Count | Frequency (%) |
| PAT | 38612 | 9.6% |
| Straight | 13323 | 3.3% |
| None or Unspecified | 11431 | 2.8% |
| Semi U | 8617 | 2.1% |
| VPAT | 3547 | 0.9% |
| U | 1862 | 0.5% |
| Angle | 1662 | 0.4% |
| No | 743 | 0.2% |
| Landfill | 25 | < 0.1% |
| Coal | 11 | < 0.1% |
| (Missing) | 321292 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| pat | 38612 | |
| straight | 13323 | 12.0% |
| none | 11431 | 10.3% |
| or | 11431 | 10.3% |
| unspecified | 11431 | 10.3% |
| u | 10479 | 9.4% |
| semi | 8617 | 7.7% |
| vpat | 3547 | 3.2% |
| angle | 1662 | 1.5% |
| no | 743 | 0.7% |
| Other values (2) | 36 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 44827 | 8.7% |
| e | 44572 | 8.6% |
| A | 43821 | 8.5% |
| P | 42159 | 8.1% |
| T | 42159 | 8.1% |
| 31479 | 6.1% | |
| t | 26646 | 5.1% |
| r | 24754 | 4.8% |
| n | 24549 | 4.7% |
| o | 23616 | 4.6% |
| Other values (16) | 168819 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 517401 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 44827 | 8.7% |
| e | 44572 | 8.6% |
| A | 43821 | 8.5% |
| P | 42159 | 8.1% |
| T | 42159 | 8.1% |
| 31479 | 6.1% | |
| t | 26646 | 5.1% |
| r | 24754 | 4.8% |
| n | 24549 | 4.7% |
| o | 23616 | 4.6% |
| Other values (16) | 168819 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 517401 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 44827 | 8.7% |
| e | 44572 | 8.6% |
| A | 43821 | 8.5% |
| P | 42159 | 8.1% |
| T | 42159 | 8.1% |
| 31479 | 6.1% | |
| t | 26646 | 5.1% |
| r | 24754 | 4.8% |
| n | 24549 | 4.7% |
| o | 23616 | 4.6% |
| Other values (16) | 168819 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 517401 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 44827 | 8.7% |
| e | 44572 | 8.6% |
| A | 43821 | 8.5% |
| P | 42159 | 8.1% |
| T | 42159 | 8.1% |
| 31479 | 6.1% | |
| t | 26646 | 5.1% |
| r | 24754 | 4.8% |
| n | 24549 | 4.7% |
| o | 23616 | 4.6% |
| Other values (16) | 168819 |
Travel_Controls
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 321291 |
| Missing (%) | 80.1% |
| Memory size | 22.9 MiB |
| None or Unspecified | |
|---|---|
| Differential Steer | 4879 |
| Finger Tip | 2624 |
| 2 Pedal | 1142 |
| Lever | 840 |
| Other values (2) | 426 |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 18.249656 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1456943 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | None or Unspecified |
|---|---|
| 2nd row | None or Unspecified |
| 3rd row | None or Unspecified |
| 4th row | None or Unspecified |
| 5th row | None or Unspecified |
Common Values
| Value | Count | Frequency (%) |
| None or Unspecified | 69923 | 17.4% |
| Differential Steer | 4879 | 1.2% |
| Finger Tip | 2624 | 0.7% |
| 2 Pedal | 1142 | 0.3% |
| Lever | 840 | 0.2% |
| Pedal | 416 | 0.1% |
| 1 Speed | 10 | < 0.1% |
| (Missing) | 321291 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 69923 | |
| or | 69923 | |
| unspecified | 69923 | |
| differential | 4879 | 2.1% |
| steer | 4879 | 2.1% |
| finger | 2624 | 1.1% |
| tip | 2624 | 1.1% |
| pedal | 1558 | 0.7% |
| 2 | 1142 | 0.5% |
| lever | 840 | 0.4% |
| Other values (2) | 20 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 235167 | |
| i | 154852 | |
| 148501 | ||
| n | 147349 | |
| o | 139846 | |
| r | 83145 | 5.7% |
| f | 79681 | 5.5% |
| p | 72557 | 5.0% |
| d | 71491 | 4.9% |
| N | 69923 | 4.8% |
| Other values (16) | 254431 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1456943 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 235167 | |
| i | 154852 | |
| 148501 | ||
| n | 147349 | |
| o | 139846 | |
| r | 83145 | 5.7% |
| f | 79681 | 5.5% |
| p | 72557 | 5.0% |
| d | 71491 | 4.9% |
| N | 69923 | 4.8% |
| Other values (16) | 254431 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1456943 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 235167 | |
| i | 154852 | |
| 148501 | ||
| n | 147349 | |
| o | 139846 | |
| r | 83145 | 5.7% |
| f | 79681 | 5.5% |
| p | 72557 | 5.0% |
| d | 71491 | 4.9% |
| N | 69923 | 4.8% |
| Other values (16) | 254431 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1456943 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 235167 | |
| i | 154852 | |
| 148501 | ||
| n | 147349 | |
| o | 139846 | |
| r | 83145 | 5.7% |
| f | 79681 | 5.5% |
| p | 72557 | 5.0% |
| d | 71491 | 4.9% |
| N | 69923 | 4.8% |
| Other values (16) | 254431 |
Differential_Type
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 331714 |
| Missing (%) | 82.7% |
| Memory size | 22.0 MiB |
| Standard | |
|---|---|
| Limited Slip | 1130 |
| No Spin | 206 |
| Locking | 2 |
Length
| Max length | 12 |
|---|---|
| Median length | 8 |
| Mean length | 8.0621227 |
| Min length | 7 |
Characters and Unicode
| Total characters | 559600 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Standard |
|---|---|
| 2nd row | Standard |
| 3rd row | Standard |
| 4th row | Standard |
| 5th row | Standard |
Common Values
| Value | Count | Frequency (%) |
| Standard | 68073 | 17.0% |
| Limited Slip | 1130 | 0.3% |
| No Spin | 206 | 0.1% |
| Locking | 2 | < 0.1% |
| (Missing) | 331714 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| standard | 68073 | |
| limited | 1130 | 1.6% |
| slip | 1130 | 1.6% |
| no | 206 | 0.3% |
| spin | 206 | 0.3% |
| locking | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 137276 | |
| a | 136146 | |
| S | 69409 | |
| t | 69203 | |
| n | 68281 | |
| r | 68073 | |
| i | 3598 | 0.6% |
| p | 1336 | 0.2% |
| 1336 | 0.2% | |
| L | 1132 | 0.2% |
| Other values (8) | 3810 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 559600 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 137276 | |
| a | 136146 | |
| S | 69409 | |
| t | 69203 | |
| n | 68281 | |
| r | 68073 | |
| i | 3598 | 0.6% |
| p | 1336 | 0.2% |
| 1336 | 0.2% | |
| L | 1132 | 0.2% |
| Other values (8) | 3810 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 559600 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 137276 | |
| a | 136146 | |
| S | 69409 | |
| t | 69203 | |
| n | 68281 | |
| r | 68073 | |
| i | 3598 | 0.6% |
| p | 1336 | 0.2% |
| 1336 | 0.2% | |
| L | 1132 | 0.2% |
| Other values (8) | 3810 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 559600 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 137276 | |
| a | 136146 | |
| S | 69409 | |
| t | 69203 | |
| n | 68281 | |
| r | 68073 | |
| i | 3598 | 0.6% |
| p | 1336 | 0.2% |
| 1336 | 0.2% | |
| L | 1132 | 0.2% |
| Other values (8) | 3810 | 0.7% |
Steering_Controls
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 331756 |
| Missing (%) | 82.7% |
| Memory size | 22.3 MiB |
| Conventional | |
|---|---|
| Command Control | 537 |
| Four Wheel Standard | 138 |
| Wheel | 14 |
| No | 1 |
Length
| Max length | 19 |
|---|---|
| Median length | 12 |
| Mean length | 12.035592 |
| Min length | 2 |
Characters and Unicode
| Total characters | 834897 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Conventional |
|---|---|
| 2nd row | Conventional |
| 3rd row | Conventional |
| 4th row | Conventional |
| 5th row | Conventional |
Common Values
| Value | Count | Frequency (%) |
| Conventional | 68679 | 17.1% |
| Command Control | 537 | 0.1% |
| Four Wheel Standard | 138 | < 0.1% |
| Wheel | 14 | < 0.1% |
| No | 1 | < 0.1% |
| (Missing) | 331756 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| conventional | 68679 | |
| command | 537 | 0.8% |
| control | 537 | 0.8% |
| wheel | 152 | 0.2% |
| four | 138 | 0.2% |
| standard | 138 | 0.2% |
| no | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 207249 | |
| o | 139108 | |
| C | 69753 | 8.4% |
| a | 69492 | 8.3% |
| l | 69368 | 8.3% |
| t | 69354 | 8.3% |
| e | 68983 | 8.3% |
| v | 68679 | 8.2% |
| i | 68679 | 8.2% |
| m | 1074 | 0.1% |
| Other values (9) | 3158 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 834897 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 207249 | |
| o | 139108 | |
| C | 69753 | 8.4% |
| a | 69492 | 8.3% |
| l | 69368 | 8.3% |
| t | 69354 | 8.3% |
| e | 68983 | 8.3% |
| v | 68679 | 8.2% |
| i | 68679 | 8.2% |
| m | 1074 | 0.1% |
| Other values (9) | 3158 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 834897 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 207249 | |
| o | 139108 | |
| C | 69753 | 8.4% |
| a | 69492 | 8.3% |
| l | 69368 | 8.3% |
| t | 69354 | 8.3% |
| e | 68983 | 8.3% |
| v | 68679 | 8.2% |
| i | 68679 | 8.2% |
| m | 1074 | 0.1% |
| Other values (9) | 3158 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 834897 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 207249 | |
| o | 139108 | |
| C | 69753 | 8.4% |
| a | 69492 | 8.3% |
| l | 69368 | 8.3% |
| t | 69354 | 8.3% |
| e | 68983 | 8.3% |
| v | 68679 | 8.2% |
| i | 68679 | 8.2% |
| m | 1074 | 0.1% |
| Other values (9) | 3158 | 0.4% |
| Backhoe_Mounting | Blade_Extension | Blade_Type | Blade_Width | Coupler | Coupler_System | Differential_Type | Drive_System | Enclosure | Enclosure_Type | Engine_Horsepower | Forks | Grouser_Tracks | Grouser_Type | Hydraulics | Hydraulics_Flow | MachineHoursCurrentMeter | MachineID | ModelID | Pad_Type | Pattern_Changer | ProductGroup | ProductGroupDesc | ProductSize | Pushblock | Ride_Control | Ripper | SalePrice | SalesID | Scarifier | Steering_Controls | Stick | Stick_Length | Thumb | Tip_Control | Tire_Size | Track_Type | Transmission | Travel_Controls | Turbocharged | Undercarriage_Pad_Width | UsageBand | YearMade | auctioneerID | datasource | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Backhoe_Mounting | 1.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.005 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 |
| Blade_Extension | 0.000 | 1.000 | 0.000 | 0.051 | 0.000 | 0.000 | 0.000 | 0.033 | 0.100 | 0.103 | 0.099 | 0.000 | 0.000 | 0.000 | 0.144 | 0.000 | 0.000 | 0.084 | 0.084 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.017 | 0.000 | 0.013 | 0.087 | 0.093 | 0.035 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.060 | 0.000 | 0.053 | 0.000 | 0.000 | 0.000 | 0.160 | 0.016 | 0.032 | 0.093 |
| Blade_Type | 0.021 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.275 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.473 | 0.000 | 0.000 | 0.133 | 0.165 | 0.000 | 0.000 | 1.000 | 1.000 | 0.501 | 0.000 | 0.000 | 0.240 | 0.158 | 0.132 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.147 | 0.464 | 0.000 | 0.000 | 0.121 | 0.108 | 0.065 | 0.165 |
| Blade_Width | 0.000 | 0.051 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.054 | 0.236 | 0.130 | 0.154 | 0.000 | 0.000 | 0.000 | 0.055 | 0.000 | 0.000 | 0.090 | 0.161 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.366 | 0.000 | 0.354 | 0.155 | 0.114 | 0.223 | 0.000 | 0.000 | 0.000 | 0.000 | 0.112 | 0.330 | 0.000 | 0.046 | 0.000 | 0.000 | 0.000 | 0.199 | 0.095 | 0.129 | 0.105 |
| Coupler | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.705 | 0.087 | 0.000 | 0.093 | 0.000 | 0.000 | 0.328 | 0.181 | 0.021 | 0.206 | 0.088 | 0.006 | 0.144 | 0.082 | 0.000 | 0.114 | 0.077 | 0.077 | 0.095 | 0.000 | 0.087 | 0.000 | 0.089 | 0.127 | 0.000 | 0.018 | 0.000 | 0.064 | 0.115 | 0.000 | 0.172 | 0.127 | 0.000 | 0.000 | 0.000 | 0.063 | 0.047 | 0.051 | 0.045 | 0.181 |
| Coupler_System | 0.000 | 0.000 | 0.000 | 0.000 | 0.705 | 1.000 | 0.000 | 0.000 | 0.114 | 0.000 | 0.000 | 0.046 | 0.201 | 0.000 | 0.340 | 0.096 | 0.000 | 0.229 | 0.155 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.266 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.035 | 0.078 | 0.537 |
| Differential_Type | 0.000 | 0.000 | 0.000 | 0.000 | 0.087 | 0.000 | 1.000 | 0.000 | 0.082 | 0.000 | 0.000 | 0.075 | 0.000 | 0.000 | 0.165 | 0.000 | 0.000 | 0.147 | 0.033 | 0.000 | 0.000 | 1.000 | 1.000 | 0.039 | 0.000 | 0.153 | 0.000 | 0.070 | 0.051 | 0.000 | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.234 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.074 | 0.031 | 0.014 | 0.047 |
| Drive_System | 0.000 | 0.033 | 0.000 | 0.054 | 0.000 | 0.000 | 0.000 | 1.000 | 0.318 | 0.061 | 0.026 | 0.124 | 0.000 | 0.000 | 0.106 | 0.000 | 0.000 | 0.177 | 0.226 | 0.235 | 0.000 | 1.000 | 1.000 | 0.000 | 0.033 | 0.045 | 0.045 | 0.412 | 0.075 | 0.021 | 0.000 | 0.265 | 0.000 | 0.000 | 0.060 | 0.083 | 0.000 | 0.569 | 0.000 | 0.164 | 0.000 | 0.109 | 0.095 | 0.046 | 0.085 |
| Enclosure | 0.006 | 0.100 | 0.275 | 0.236 | 0.093 | 0.114 | 0.082 | 0.318 | 1.000 | 0.282 | 0.278 | 0.198 | 0.190 | 0.069 | 0.219 | 0.092 | 0.000 | 0.102 | 0.103 | 0.083 | 0.152 | 0.303 | 0.303 | 0.272 | 0.233 | 0.361 | 0.236 | 0.222 | 0.091 | 0.061 | 0.081 | 0.307 | 0.233 | 0.075 | 0.127 | 0.191 | 0.198 | 0.270 | 0.268 | 0.080 | 0.088 | 0.169 | 0.079 | 0.041 | 0.117 |
| Enclosure_Type | 0.000 | 0.103 | 0.000 | 0.130 | 0.000 | 0.000 | 0.000 | 0.061 | 0.282 | 1.000 | 0.299 | 0.000 | 0.000 | 0.000 | 0.257 | 0.000 | 0.000 | 0.291 | 0.273 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.172 | 0.000 | 0.158 | 0.293 | 0.149 | 0.102 | 0.000 | 0.000 | 0.000 | 0.000 | 0.093 | 0.136 | 0.000 | 0.044 | 0.000 | 0.000 | 0.000 | 0.180 | 0.083 | 0.043 | 0.149 |
| Engine_Horsepower | 0.000 | 0.099 | 0.000 | 0.154 | 0.000 | 0.000 | 0.000 | 0.026 | 0.278 | 0.299 | 1.000 | 0.000 | 0.000 | 0.000 | 0.273 | 0.000 | 0.000 | 0.279 | 0.397 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.169 | 0.000 | 0.180 | 0.328 | 0.130 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.040 | 0.118 | 0.000 | 0.095 | 0.000 | 0.000 | 0.000 | 0.203 | 0.054 | 0.024 | 0.144 |
| Forks | 0.000 | 0.000 | 0.000 | 0.000 | 0.328 | 0.046 | 0.075 | 0.124 | 0.198 | 0.000 | 0.000 | 1.000 | 0.049 | 0.000 | 0.286 | 0.031 | 0.000 | 0.168 | 0.083 | 0.152 | 0.000 | 0.211 | 0.211 | 0.068 | 0.000 | 0.200 | 0.000 | 0.199 | 0.110 | 0.000 | 0.013 | 0.082 | 0.000 | 0.000 | 0.000 | 0.155 | 0.000 | 0.066 | 0.000 | 0.020 | 0.000 | 0.062 | 0.022 | 0.016 | 0.113 |
| Grouser_Tracks | 0.000 | 0.000 | 0.000 | 0.000 | 0.181 | 0.201 | 0.000 | 0.000 | 0.190 | 0.000 | 0.000 | 0.049 | 1.000 | 0.000 | 0.301 | 0.090 | 0.000 | 0.224 | 0.179 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.050 | 0.232 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.053 | 0.023 | 0.052 | 0.355 |
| Grouser_Type | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.069 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.041 | 0.000 | 0.020 | 0.135 | 0.101 | 0.000 | 0.094 | 1.000 | 1.000 | 0.128 | 0.000 | 0.000 | 0.000 | 0.098 | 0.064 | 0.000 | 0.000 | 0.000 | 0.076 | 0.065 | 0.000 | 0.000 | 0.153 | 0.000 | 0.000 | 0.000 | 0.253 | 0.077 | 0.038 | 0.081 | 0.055 |
| Hydraulics | 0.000 | 0.144 | 0.473 | 0.055 | 0.206 | 0.340 | 0.165 | 0.106 | 0.219 | 0.257 | 0.273 | 0.286 | 0.301 | 0.041 | 1.000 | 0.109 | 0.000 | 0.091 | 0.170 | 0.000 | 0.139 | 0.699 | 0.699 | 0.447 | 0.137 | 0.111 | 0.346 | 0.119 | 0.173 | 0.054 | 0.591 | 0.000 | 0.037 | 0.138 | 0.156 | 0.372 | 0.265 | 0.442 | 0.529 | 0.000 | 0.191 | 0.098 | 0.080 | 0.049 | 0.154 |
| Hydraulics_Flow | 0.000 | 0.000 | 0.000 | 0.000 | 0.088 | 0.096 | 0.000 | 0.000 | 0.092 | 0.000 | 0.000 | 0.031 | 0.090 | 0.000 | 0.109 | 1.000 | 0.000 | 0.046 | 0.057 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.037 | 0.086 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.019 | 0.103 |
| MachineHoursCurrentMeter | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 1.000 | -0.078 | 0.043 | 0.016 | 0.004 | 0.004 | 0.004 | 0.000 | 0.000 | 0.004 | 0.014 | 0.118 | -0.081 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.076 | 0.080 | 0.187 | 0.097 | 0.018 |
| MachineID | 0.000 | 0.084 | 0.133 | 0.090 | 0.144 | 0.229 | 0.147 | 0.177 | 0.102 | 0.291 | 0.279 | 0.168 | 0.224 | 0.135 | 0.091 | 0.046 | -0.078 | 1.000 | 0.190 | 0.362 | 0.401 | 0.058 | 0.058 | 0.100 | 0.186 | 0.168 | 0.114 | -0.184 | 0.344 | 0.173 | 0.046 | 0.139 | 0.086 | 0.182 | 0.166 | 0.064 | 0.046 | 0.071 | 0.149 | 0.234 | 0.061 | 0.129 | -0.038 | -0.109 | 0.506 |
| ModelID | 0.016 | 0.084 | 0.165 | 0.161 | 0.082 | 0.155 | 0.033 | 0.226 | 0.103 | 0.273 | 0.397 | 0.083 | 0.179 | 0.101 | 0.170 | 0.057 | 0.043 | 0.190 | 1.000 | 0.199 | 0.174 | 0.265 | 0.265 | 0.264 | 0.260 | 0.261 | 0.164 | -0.263 | 0.191 | 0.183 | 0.031 | 0.160 | 0.098 | 0.079 | 0.170 | 0.170 | 0.259 | 0.112 | 0.116 | 0.137 | 0.080 | 0.109 | 0.096 | -0.015 | 0.117 |
| Pad_Type | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.235 | 0.083 | 0.000 | 0.000 | 0.152 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.362 | 0.199 | 1.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.092 | 0.000 | 0.172 | 0.082 | 0.000 | 0.000 | 0.131 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.043 | 0.000 | 0.301 | 0.000 | 0.115 | 0.052 | 0.026 | 0.076 |
| Pattern_Changer | 0.000 | 0.000 | 0.000 | 0.000 | 0.114 | 0.000 | 0.000 | 0.000 | 0.152 | 0.000 | 0.000 | 0.000 | 0.000 | 0.094 | 0.139 | 0.000 | 0.004 | 0.401 | 0.174 | 0.000 | 1.000 | 1.000 | 1.000 | 0.056 | 0.000 | 0.000 | 0.000 | 0.157 | 0.158 | 0.000 | 0.000 | 0.000 | 0.215 | 0.053 | 0.000 | 0.000 | 0.091 | 0.000 | 0.000 | 0.000 | 0.088 | 0.063 | 0.099 | 0.023 | 0.150 |
| ProductGroup | 1.000 | 1.000 | 1.000 | 1.000 | 0.077 | 1.000 | 1.000 | 1.000 | 0.303 | 1.000 | 1.000 | 0.211 | 1.000 | 1.000 | 0.699 | 1.000 | 0.004 | 0.058 | 0.265 | 1.000 | 1.000 | 1.000 | 1.000 | 0.778 | 1.000 | 0.979 | 0.526 | 0.266 | 0.161 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.712 | 1.000 | 0.705 | 1.000 | 1.000 | 1.000 | 0.079 | 0.075 | 0.039 | 0.061 |
| ProductGroupDesc | 1.000 | 1.000 | 1.000 | 1.000 | 0.077 | 1.000 | 1.000 | 1.000 | 0.303 | 1.000 | 1.000 | 0.211 | 1.000 | 1.000 | 0.699 | 1.000 | 0.004 | 0.058 | 0.265 | 1.000 | 1.000 | 1.000 | 1.000 | 0.778 | 1.000 | 0.979 | 0.526 | 0.266 | 0.161 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.712 | 1.000 | 0.705 | 1.000 | 1.000 | 1.000 | 0.079 | 0.075 | 0.039 | 0.061 |
| ProductSize | 1.000 | 0.000 | 0.501 | 0.000 | 0.095 | 0.000 | 0.039 | 0.000 | 0.272 | 0.000 | 0.000 | 0.068 | 0.000 | 0.128 | 0.447 | 0.000 | 0.000 | 0.100 | 0.264 | 0.000 | 0.056 | 0.778 | 0.778 | 1.000 | 0.000 | 0.111 | 0.222 | 0.266 | 0.158 | 0.000 | 0.051 | 0.000 | 0.309 | 0.077 | 0.000 | 0.363 | 0.662 | 0.094 | 0.282 | 0.000 | 0.337 | 0.266 | 0.120 | 0.035 | 0.082 |
| Pushblock | 0.000 | 0.017 | 0.000 | 0.366 | 0.000 | 0.000 | 0.000 | 0.033 | 0.233 | 0.172 | 0.169 | 0.000 | 0.000 | 0.000 | 0.137 | 0.000 | 0.000 | 0.186 | 0.260 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 1.000 | 0.000 | 0.609 | 0.371 | 0.134 | 0.187 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.314 | 0.000 | 0.088 | 0.000 | 0.000 | 0.000 | 0.201 | 0.079 | 0.100 | 0.131 |
| Ride_Control | 0.000 | 0.000 | 0.000 | 0.000 | 0.087 | 0.000 | 0.153 | 0.045 | 0.361 | 0.000 | 0.000 | 0.200 | 0.000 | 0.000 | 0.111 | 0.000 | 0.004 | 0.168 | 0.261 | 0.092 | 0.000 | 0.979 | 0.979 | 0.111 | 0.000 | 1.000 | 0.000 | 0.388 | 0.151 | 0.000 | 0.712 | 0.141 | 0.000 | 0.000 | 0.000 | 0.214 | 0.000 | 0.211 | 0.000 | 0.000 | 0.000 | 0.119 | 0.078 | 0.049 | 0.148 |
| Ripper | 0.005 | 0.013 | 0.240 | 0.354 | 0.000 | 0.000 | 0.000 | 0.045 | 0.236 | 0.158 | 0.180 | 0.000 | 0.000 | 0.000 | 0.346 | 0.000 | 0.014 | 0.114 | 0.164 | 0.000 | 0.000 | 0.526 | 0.526 | 0.222 | 0.609 | 0.000 | 1.000 | 0.190 | 0.110 | 0.309 | 0.000 | 0.000 | 0.000 | 0.000 | 0.028 | 0.282 | 0.000 | 0.298 | 0.098 | 0.000 | 0.000 | 0.063 | 0.045 | 0.048 | 0.105 |
| SalePrice | 0.015 | 0.087 | 0.158 | 0.155 | 0.089 | 0.021 | 0.070 | 0.412 | 0.222 | 0.293 | 0.328 | 0.199 | 0.050 | 0.098 | 0.119 | 0.037 | 0.118 | -0.184 | -0.263 | 0.172 | 0.157 | 0.266 | 0.266 | 0.266 | 0.371 | 0.388 | 0.190 | 1.000 | -0.061 | 0.115 | 0.085 | 0.212 | 0.129 | 0.064 | 0.118 | 0.140 | 0.434 | 0.133 | 0.170 | 0.090 | 0.099 | 0.169 | 0.245 | -0.062 | 0.043 |
| SalesID | 0.000 | 0.093 | 0.132 | 0.114 | 0.127 | 0.266 | 0.051 | 0.075 | 0.091 | 0.149 | 0.130 | 0.110 | 0.232 | 0.064 | 0.173 | 0.086 | -0.081 | 0.344 | 0.191 | 0.082 | 0.158 | 0.161 | 0.161 | 0.158 | 0.134 | 0.151 | 0.110 | -0.061 | 1.000 | 0.061 | 0.046 | 0.127 | 0.052 | 0.176 | 0.133 | 0.077 | 0.133 | 0.045 | 0.142 | 0.067 | 0.087 | 0.044 | 0.230 | -0.239 | 0.782 |
| Scarifier | 0.000 | 0.035 | 0.000 | 0.223 | 0.000 | 0.000 | 0.000 | 0.021 | 0.061 | 0.102 | 0.034 | 0.000 | 0.000 | 0.000 | 0.054 | 0.000 | 0.000 | 0.173 | 0.183 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.187 | 0.000 | 0.309 | 0.115 | 0.061 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.099 | 0.219 | 0.000 | 0.036 | 0.000 | 0.000 | 0.000 | 0.028 | 0.000 | 0.016 | 0.057 |
| Steering_Controls | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.016 | 0.000 | 0.081 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.591 | 0.000 | 0.000 | 0.046 | 0.031 | 0.000 | 0.000 | 1.000 | 1.000 | 0.051 | 0.000 | 0.712 | 0.000 | 0.085 | 0.046 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.360 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.055 | 0.020 | 0.015 | 0.044 |
| Stick | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.265 | 0.307 | 0.000 | 0.000 | 0.082 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.139 | 0.160 | 0.131 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.141 | 0.000 | 0.212 | 0.127 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.070 | 0.000 | 0.069 | 0.000 | 0.112 | 0.030 | 0.079 | 0.119 |
| Stick_Length | 0.000 | 0.000 | 0.000 | 0.000 | 0.064 | 0.000 | 0.000 | 0.000 | 0.233 | 0.000 | 0.000 | 0.000 | 0.000 | 0.076 | 0.037 | 0.000 | 0.000 | 0.086 | 0.098 | 0.000 | 0.215 | 1.000 | 1.000 | 0.309 | 0.000 | 0.000 | 0.000 | 0.129 | 0.052 | 0.000 | 0.000 | 0.000 | 1.000 | 0.073 | 0.000 | 0.000 | 0.199 | 0.000 | 0.000 | 0.000 | 0.068 | 0.143 | 0.078 | 0.056 | 0.047 |
| Thumb | 0.000 | 0.000 | 0.000 | 0.000 | 0.115 | 0.000 | 0.000 | 0.000 | 0.075 | 0.000 | 0.000 | 0.000 | 0.000 | 0.065 | 0.138 | 0.000 | 0.000 | 0.182 | 0.079 | 0.000 | 0.053 | 1.000 | 1.000 | 0.077 | 0.000 | 0.000 | 0.000 | 0.064 | 0.176 | 0.000 | 0.000 | 0.000 | 0.073 | 1.000 | 0.000 | 0.000 | 0.075 | 0.000 | 0.000 | 0.000 | 0.076 | 0.049 | 0.042 | 0.050 | 0.179 |
| Tip_Control | 0.000 | 0.000 | 0.000 | 0.112 | 0.000 | 0.000 | 0.000 | 0.060 | 0.127 | 0.093 | 0.040 | 0.000 | 0.000 | 0.000 | 0.156 | 0.000 | 0.000 | 0.166 | 0.170 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.014 | 0.000 | 0.028 | 0.118 | 0.133 | 0.099 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.096 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.122 | 0.091 | 0.174 |
| Tire_Size | 0.000 | 0.060 | 0.000 | 0.330 | 0.172 | 0.000 | 0.234 | 0.083 | 0.191 | 0.136 | 0.118 | 0.155 | 0.000 | 0.000 | 0.372 | 0.000 | 0.000 | 0.064 | 0.170 | 0.000 | 0.000 | 0.712 | 0.712 | 0.363 | 0.314 | 0.214 | 0.282 | 0.140 | 0.077 | 0.219 | 0.360 | 0.000 | 0.000 | 0.000 | 0.096 | 1.000 | 0.000 | 0.039 | 0.000 | 0.000 | 0.000 | 0.203 | 0.045 | 0.090 | 0.096 |
| Track_Type | 0.000 | 0.000 | 0.000 | 0.000 | 0.127 | 0.000 | 0.000 | 0.000 | 0.198 | 0.000 | 0.000 | 0.000 | 0.000 | 0.153 | 0.265 | 0.000 | 0.000 | 0.046 | 0.259 | 0.000 | 0.091 | 1.000 | 1.000 | 0.662 | 0.000 | 0.000 | 0.000 | 0.434 | 0.133 | 0.000 | 0.000 | 0.000 | 0.199 | 0.075 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.189 | 0.302 | 0.049 | 0.053 | 0.098 |
| Transmission | 0.000 | 0.053 | 0.147 | 0.046 | 0.000 | 0.000 | 0.000 | 0.569 | 0.270 | 0.044 | 0.095 | 0.066 | 0.000 | 0.000 | 0.442 | 0.000 | 0.000 | 0.071 | 0.112 | 0.043 | 0.000 | 0.705 | 0.705 | 0.094 | 0.088 | 0.211 | 0.298 | 0.133 | 0.045 | 0.036 | 0.000 | 0.070 | 0.000 | 0.000 | 0.021 | 0.039 | 0.000 | 1.000 | 0.154 | 0.022 | 0.000 | 0.080 | 0.109 | 0.097 | 0.205 |
| Travel_Controls | 0.000 | 0.000 | 0.464 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.268 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.529 | 0.000 | 0.000 | 0.149 | 0.116 | 0.000 | 0.000 | 1.000 | 1.000 | 0.282 | 0.000 | 0.000 | 0.098 | 0.170 | 0.142 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.154 | 1.000 | 0.000 | 0.000 | 0.119 | 0.143 | 0.047 | 0.151 |
| Turbocharged | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.164 | 0.080 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.234 | 0.137 | 0.301 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.090 | 0.067 | 0.000 | 0.000 | 0.069 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.000 | 1.000 | 0.000 | 0.060 | 0.033 | 0.012 | 0.027 |
| Undercarriage_Pad_Width | 0.000 | 0.000 | 0.000 | 0.000 | 0.063 | 0.000 | 0.000 | 0.000 | 0.088 | 0.000 | 0.000 | 0.000 | 0.000 | 0.253 | 0.191 | 0.000 | 0.076 | 0.061 | 0.080 | 0.000 | 0.088 | 1.000 | 1.000 | 0.337 | 0.000 | 0.000 | 0.000 | 0.099 | 0.087 | 0.000 | 0.000 | 0.000 | 0.068 | 0.076 | 0.000 | 0.000 | 0.189 | 0.000 | 0.000 | 0.000 | 1.000 | 0.081 | 0.033 | 0.082 | 0.118 |
| UsageBand | 0.000 | 0.160 | 0.121 | 0.199 | 0.047 | 0.019 | 0.074 | 0.109 | 0.169 | 0.180 | 0.203 | 0.062 | 0.053 | 0.077 | 0.098 | 0.000 | 0.080 | 0.129 | 0.109 | 0.115 | 0.063 | 0.079 | 0.079 | 0.266 | 0.201 | 0.119 | 0.063 | 0.169 | 0.044 | 0.028 | 0.055 | 0.112 | 0.143 | 0.049 | 0.000 | 0.203 | 0.302 | 0.080 | 0.119 | 0.060 | 0.081 | 1.000 | 0.191 | 0.046 | 0.049 |
| YearMade | 0.000 | 0.016 | 0.108 | 0.095 | 0.051 | 0.035 | 0.031 | 0.095 | 0.079 | 0.083 | 0.054 | 0.022 | 0.023 | 0.038 | 0.080 | 0.014 | 0.187 | -0.038 | 0.096 | 0.052 | 0.099 | 0.075 | 0.075 | 0.120 | 0.079 | 0.078 | 0.045 | 0.245 | 0.230 | 0.000 | 0.020 | 0.030 | 0.078 | 0.042 | 0.122 | 0.045 | 0.049 | 0.109 | 0.143 | 0.033 | 0.033 | 0.191 | 1.000 | -0.155 | 0.116 |
| auctioneerID | 0.011 | 0.032 | 0.065 | 0.129 | 0.045 | 0.078 | 0.014 | 0.046 | 0.041 | 0.043 | 0.024 | 0.016 | 0.052 | 0.081 | 0.049 | 0.019 | 0.097 | -0.109 | -0.015 | 0.026 | 0.023 | 0.039 | 0.039 | 0.035 | 0.100 | 0.049 | 0.048 | -0.062 | -0.239 | 0.016 | 0.015 | 0.079 | 0.056 | 0.050 | 0.091 | 0.090 | 0.053 | 0.097 | 0.047 | 0.012 | 0.082 | 0.046 | -0.155 | 1.000 | 0.098 |
| datasource | 0.000 | 0.093 | 0.165 | 0.105 | 0.181 | 0.537 | 0.047 | 0.085 | 0.117 | 0.149 | 0.144 | 0.113 | 0.355 | 0.055 | 0.154 | 0.103 | 0.018 | 0.506 | 0.117 | 0.076 | 0.150 | 0.061 | 0.061 | 0.082 | 0.131 | 0.148 | 0.105 | 0.043 | 0.782 | 0.057 | 0.044 | 0.119 | 0.047 | 0.179 | 0.174 | 0.096 | 0.098 | 0.205 | 0.151 | 0.027 | 0.118 | 0.049 | 0.116 | 0.098 | 1.000 |
| SalesID | SalePrice | MachineID | ModelID | datasource | auctioneerID | YearMade | MachineHoursCurrentMeter | UsageBand | saledate | fiModelDesc | fiBaseModel | fiSecondaryDesc | fiModelSeries | fiModelDescriptor | ProductSize | fiProductClassDesc | state | ProductGroup | ProductGroupDesc | Drive_System | Enclosure | Forks | Pad_Type | Ride_Control | Stick | Transmission | Turbocharged | Blade_Extension | Blade_Width | Enclosure_Type | Engine_Horsepower | Hydraulics | Pushblock | Ripper | Scarifier | Tip_Control | Tire_Size | Coupler | Coupler_System | Grouser_Tracks | Hydraulics_Flow | Track_Type | Undercarriage_Pad_Width | Stick_Length | Thumb | Pattern_Changer | Grouser_Type | Backhoe_Mounting | Blade_Type | Travel_Controls | Differential_Type | Steering_Controls | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1139246 | 66000 | 999089 | 3157 | 121 | 3.0 | 2004 | 68.0 | Low | 11/16/2006 0:00 | 521D | 521 | D | NaN | NaN | NaN | Wheel Loader - 110.0 to 120.0 Horsepower | Alabama | WL | Wheel Loader | NaN | EROPS w AC | None or Unspecified | NaN | None or Unspecified | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 Valve | NaN | NaN | NaN | NaN | None or Unspecified | None or Unspecified | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | Conventional |
| 1 | 1139248 | 57000 | 117657 | 77 | 121 | 3.0 | 1996 | 4640.0 | Low | 3/26/2004 0:00 | 950FII | 950 | F | II | NaN | Medium | Wheel Loader - 150.0 to 175.0 Horsepower | North Carolina | WL | Wheel Loader | NaN | EROPS w AC | None or Unspecified | NaN | None or Unspecified | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 Valve | NaN | NaN | NaN | NaN | 23.5 | None or Unspecified | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | Conventional |
| 2 | 1139249 | 10000 | 434808 | 7009 | 121 | 3.0 | 2001 | 2838.0 | High | 2/26/2004 0:00 | 226 | 226 | NaN | NaN | NaN | NaN | Skid Steer Loader - 1351.0 to 1601.0 Lb Operating Capacity | New York | SSL | Skid Steer Loaders | NaN | OROPS | None or Unspecified | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Auxiliary | NaN | NaN | NaN | NaN | NaN | None or Unspecified | None or Unspecified | None or Unspecified | Standard | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 1139251 | 38500 | 1026470 | 332 | 121 | 3.0 | 2001 | 3486.0 | High | 5/19/2011 0:00 | PC120-6E | PC120 | NaN | -6E | NaN | Small | Hydraulic Excavator, Track - 12.0 to 14.0 Metric Tons | Texas | TEX | Track Excavators | NaN | EROPS w AC | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 Valve | NaN | NaN | NaN | NaN | NaN | None or Unspecified | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 1139253 | 11000 | 1057373 | 17311 | 121 | 3.0 | 2007 | 722.0 | Medium | 7/23/2009 0:00 | S175 | S175 | NaN | NaN | NaN | NaN | Skid Steer Loader - 1601.0 to 1751.0 Lb Operating Capacity | New York | SSL | Skid Steer Loaders | NaN | EROPS | None or Unspecified | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Auxiliary | NaN | NaN | NaN | NaN | NaN | None or Unspecified | None or Unspecified | None or Unspecified | Standard | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 1139255 | 26500 | 1001274 | 4605 | 121 | 3.0 | 2004 | 508.0 | Low | 12/18/2008 0:00 | 310G | 310 | G | NaN | NaN | NaN | Backhoe Loader - 14.0 to 15.0 Ft Standard Digging Depth | Arizona | BL | Backhoe Loaders | Four Wheel Drive | OROPS | None or Unspecified | None or Unspecified | No | Extended | Powershuttle | None or Unspecified | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 1139256 | 21000 | 772701 | 1937 | 121 | 3.0 | 1993 | 11540.0 | High | 8/26/2004 0:00 | 790ELC | 790 | E | NaN | LC | Large / Medium | Hydraulic Excavator, Track - 21.0 to 24.0 Metric Tons | Florida | TEX | Track Excavators | NaN | EROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | NaN | NaN | NaN | NaN | NaN | None or Unspecified | NaN | NaN | NaN | Steel | None or Unspecified | None or Unspecified | None or Unspecified | None or Unspecified | Double | NaN | NaN | NaN | NaN | NaN |
| 7 | 1139261 | 27000 | 902002 | 3539 | 121 | 3.0 | 2001 | 4883.0 | High | 11/17/2005 0:00 | 416D | 416 | D | NaN | NaN | NaN | Backhoe Loader - 14.0 to 15.0 Ft Standard Digging Depth | Illinois | BL | Backhoe Loaders | Four Wheel Drive | OROPS | None or Unspecified | Reversible | No | Standard | Standard | Yes | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 1139272 | 21500 | 1036251 | 36003 | 121 | 3.0 | 2008 | 302.0 | Low | 8/27/2009 0:00 | 430HAG | 430 | HAG | NaN | NaN | Mini | Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons | Texas | TEX | Track Excavators | NaN | EROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Auxiliary | NaN | NaN | NaN | NaN | NaN | Manual | NaN | NaN | NaN | Rubber | None or Unspecified | None or Unspecified | None or Unspecified | None or Unspecified | Double | NaN | NaN | NaN | NaN | NaN |
| 9 | 1139275 | 65000 | 1016474 | 3883 | 121 | 3.0 | 1000 | 20700.0 | Medium | 8/9/2007 0:00 | 988B | 988 | B | NaN | NaN | Large | Wheel Loader - 350.0 to 500.0 Horsepower | Florida | WL | Wheel Loader | NaN | EROPS w AC | None or Unspecified | NaN | None or Unspecified | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 Valve | NaN | NaN | NaN | NaN | None or Unspecified | None or Unspecified | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | Conventional |
| SalesID | SalePrice | MachineID | ModelID | datasource | auctioneerID | YearMade | MachineHoursCurrentMeter | UsageBand | saledate | fiModelDesc | fiBaseModel | fiSecondaryDesc | fiModelSeries | fiModelDescriptor | ProductSize | fiProductClassDesc | state | ProductGroup | ProductGroupDesc | Drive_System | Enclosure | Forks | Pad_Type | Ride_Control | Stick | Transmission | Turbocharged | Blade_Extension | Blade_Width | Enclosure_Type | Engine_Horsepower | Hydraulics | Pushblock | Ripper | Scarifier | Tip_Control | Tire_Size | Coupler | Coupler_System | Grouser_Tracks | Hydraulics_Flow | Track_Type | Undercarriage_Pad_Width | Stick_Length | Thumb | Pattern_Changer | Grouser_Type | Backhoe_Mounting | Blade_Type | Travel_Controls | Differential_Type | Steering_Controls | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 401115 | 6333290 | 10000 | 1843374 | 21437 | 149 | 2.0 | 2005 | NaN | NaN | 10/25/2011 0:00 | 35N | 35 | N | NaN | NaN | Mini | Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons | Florida | TEX | Track Excavators | NaN | EROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | NaN | NaN | NaN | NaN | NaN | None or Unspecified | NaN | NaN | NaN | Steel | None or Unspecified | None or Unspecified | None or Unspecified | None or Unspecified | Double | NaN | NaN | NaN | NaN | NaN |
| 401116 | 6333302 | 8500 | 1825337 | 21437 | 149 | 2.0 | 2005 | NaN | NaN | 10/25/2011 0:00 | 35N | 35 | N | NaN | NaN | Mini | Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons | Florida | TEX | Track Excavators | NaN | EROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | NaN | NaN | NaN | NaN | NaN | None or Unspecified | NaN | NaN | NaN | Steel | None or Unspecified | None or Unspecified | None or Unspecified | None or Unspecified | Double | NaN | NaN | NaN | NaN | NaN |
| 401117 | 6333307 | 10000 | 1821747 | 21437 | 149 | 2.0 | 2005 | NaN | NaN | 10/25/2011 0:00 | 35N | 35 | N | NaN | NaN | Mini | Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons | Florida | TEX | Track Excavators | NaN | EROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | NaN | NaN | NaN | NaN | NaN | None or Unspecified | NaN | NaN | NaN | Steel | None or Unspecified | None or Unspecified | None or Unspecified | None or Unspecified | Double | NaN | NaN | NaN | NaN | NaN |
| 401118 | 6333311 | 9500 | 1828862 | 21437 | 149 | 2.0 | 2006 | NaN | NaN | 10/25/2011 0:00 | 35N | 35 | N | NaN | NaN | Mini | Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons | Florida | TEX | Track Excavators | NaN | EROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | NaN | NaN | NaN | NaN | NaN | None or Unspecified | NaN | NaN | NaN | Steel | None or Unspecified | None or Unspecified | None or Unspecified | None or Unspecified | Double | NaN | NaN | NaN | NaN | NaN |
| 401119 | 6333335 | 8500 | 1798293 | 21435 | 149 | 2.0 | 2005 | NaN | NaN | 10/25/2011 0:00 | 30NX | 30 | NX | NaN | NaN | Mini | Hydraulic Excavator, Track - 2.0 to 3.0 Metric Tons | Florida | TEX | Track Excavators | NaN | EROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | NaN | NaN | NaN | NaN | NaN | None or Unspecified | NaN | NaN | NaN | Steel | None or Unspecified | None or Unspecified | None or Unspecified | None or Unspecified | Double | NaN | NaN | NaN | NaN | NaN |
| 401120 | 6333336 | 10500 | 1840702 | 21439 | 149 | 1.0 | 2005 | NaN | NaN | 11/2/2011 0:00 | 35NX2 | 35 | NX | 2 | NaN | Mini | Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons | Maryland | TEX | Track Excavators | NaN | EROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Auxiliary | NaN | NaN | NaN | NaN | NaN | None or Unspecified | NaN | NaN | NaN | Steel | None or Unspecified | None or Unspecified | None or Unspecified | None or Unspecified | Double | NaN | NaN | NaN | NaN | NaN |
| 401121 | 6333337 | 11000 | 1830472 | 21439 | 149 | 1.0 | 2005 | NaN | NaN | 11/2/2011 0:00 | 35NX2 | 35 | NX | 2 | NaN | Mini | Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons | Maryland | TEX | Track Excavators | NaN | EROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | NaN | NaN | NaN | NaN | NaN | None or Unspecified | NaN | NaN | NaN | Steel | None or Unspecified | None or Unspecified | None or Unspecified | None or Unspecified | Double | NaN | NaN | NaN | NaN | NaN |
| 401122 | 6333338 | 11500 | 1887659 | 21439 | 149 | 1.0 | 2005 | NaN | NaN | 11/2/2011 0:00 | 35NX2 | 35 | NX | 2 | NaN | Mini | Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons | Maryland | TEX | Track Excavators | NaN | EROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Auxiliary | NaN | NaN | NaN | NaN | NaN | None or Unspecified | NaN | NaN | NaN | Steel | None or Unspecified | None or Unspecified | None or Unspecified | None or Unspecified | Double | NaN | NaN | NaN | NaN | NaN |
| 401123 | 6333341 | 9000 | 1903570 | 21435 | 149 | 2.0 | 2005 | NaN | NaN | 10/25/2011 0:00 | 30NX | 30 | NX | NaN | NaN | Mini | Hydraulic Excavator, Track - 2.0 to 3.0 Metric Tons | Florida | TEX | Track Excavators | NaN | EROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | NaN | NaN | NaN | NaN | NaN | None or Unspecified | NaN | NaN | NaN | Steel | None or Unspecified | None or Unspecified | None or Unspecified | None or Unspecified | Double | NaN | NaN | NaN | NaN | NaN |
| 401124 | 6333342 | 7750 | 1926965 | 21435 | 149 | 2.0 | 2005 | NaN | NaN | 10/25/2011 0:00 | 30NX | 30 | NX | NaN | NaN | Mini | Hydraulic Excavator, Track - 2.0 to 3.0 Metric Tons | Florida | TEX | Track Excavators | NaN | EROPS | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Standard | NaN | NaN | NaN | NaN | NaN | None or Unspecified | NaN | NaN | NaN | Steel | None or Unspecified | None or Unspecified | None or Unspecified | None or Unspecified | Double | NaN | NaN | NaN | NaN | NaN |